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"puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-06", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmou9rmfh008mld01g8esupxx", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmorfk2zi001il8040v6zh97v", "grappe_nom": "AMD Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "AMD Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 32, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 9 5950X", "systeme": "Arch Linux", "modele": "gemma-4-26B-A4B-it", "modele_hf": "google/gemma-4-26B-A4B-it", "parametres_milliards": 27, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "b8974-5-g66bafdcf1", "quantification": "MXFP4_MOE", "debit_sortie_tokens_s": 87.26, "ttft_ms": 375.3, "contexte_tokens": 794, 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"contexte_tokens": 787, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-07", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmouwmybf0002pn010u11y9kz", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmorfk2zi001il8040v6zh97v", "grappe_nom": "AMD Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "AMD Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 32, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 9 5950X", "systeme": "Arch Linux", "modele": "Qwen3-Coder-Next", "modele_hf": "Qwen/Qwen3-Coder-Next", "parametres_milliards": 80, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8974-5-g66bafdcf1", "quantification": "MXFP4_MOE", "debit_sortie_tokens_s": 80.82, "ttft_ms": 249.6, "contexte_tokens": 717, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-04", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmorgaii9001ml2049skguv8z", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmorsygo6000ujj04j6lhxnkk", "grappe_nom": "AMD Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "AMD Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 3, "vram_go": 96, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 9 5950X", "systeme": "Arch Linux", "modele": "Qwen3.6-35B-A3B", "modele_hf": "Qwen/Qwen3.6-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b9020-10-g17df5830e", "quantification": "Q8_0", 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"moteur": "llama.cpp", "moteur_version": "b9025-1-ga267d945e", "quantification": "F16", "debit_sortie_tokens_s": 71.53, "ttft_ms": 232.7, "contexte_tokens": 845, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-05", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmos30eut000bl3047w8od966", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmork1f9b000il704flghvtnn", "grappe_nom": "AMD Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "AMD Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 3, "vram_go": 32, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 9 5950X", "systeme": "Arch Linux", "modele": "gpt-oss-120b", "modele_hf": "openai/gpt-oss-120b", "parametres_milliards": 117, "famille_modele": "Gpt", "moteur": "llama.cpp", "moteur_version": "b8974-5-g66bafdcf1", "quantification": "F16", "debit_sortie_tokens_s": 69.99, "ttft_ms": 236.4, "contexte_tokens": 845, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-04", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmorsba61000mjj04dgma5g9n", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmot519ca000mkz043ahix4bc", "grappe_nom": "AMD Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "AMD Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 9 5950X", "systeme": "Arch Linux", "modele": "gpt-oss-20b", "modele_hf": "openai/gpt-oss-20b", "parametres_milliards": 21, "famille_modele": "Gpt", "moteur": "vllm", "moteur_version": "0.20.1+rocm721", "quantification": "MXFP4_MOE", "debit_sortie_tokens_s": 48.28, "ttft_ms": 88.6, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmot9909y000jl204fcoaulpo", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmot519ca000mkz043ahix4bc", "grappe_nom": "AMD Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "AMD Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 9 5950X", "systeme": "Arch Linux", "modele": "Qwen3.6-35B-A3B", "modele_hf": "Qwen/Qwen3.6-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.20.1+rocm721", "quantification": "MXFP4_MOE", "debit_sortie_tokens_s": 33.56, "ttft_ms": 129.6, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-05", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmot8els20007l2042ygg734x", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmorsygo6000ujj04j6lhxnkk", "grappe_nom": "AMD Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "AMD Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 3, "vram_go": 96, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 9 5950X", "systeme": "Arch Linux", "modele": "MiniMax-M2.7", "modele_hf": "MiniMaxAI/MiniMax-M2.7", "parametres_milliards": 229, "famille_modele": "Minimax", "moteur": "llama.cpp", "moteur_version": "b9049-2-g79b2f3239-dirty", "quantification": "IQ4_XS", "debit_sortie_tokens_s": 32.55, "ttft_ms": 46.3, "contexte_tokens": 802, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-07", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmouzz4zh0002nm019agek9t6", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmorsygo6000ujj04j6lhxnkk", "grappe_nom": "AMD Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "AMD Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 3, "vram_go": 96, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 9 5950X", "systeme": "Arch Linux", "modele": "Qwen3.6-27B", "modele_hf": "Qwen/Qwen3.6-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b9219-5-geea8a2d8c", "quantification": "Q8_0", "debit_sortie_tokens_s": 30.73, "ttft_ms": 950.1, "contexte_tokens": 787, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-18", "executions_combinaison": 6, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmpbtjw1v0028pc01ngy826ba", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmorsygo6000ujj04j6lhxnkk", "grappe_nom": "AMD Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "AMD Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 3, "vram_go": 96, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 9 5950X", "systeme": "Arch Linux", "modele": "MiniMax-M2.7", "modele_hf": "MiniMaxAI/MiniMax-M2.7", "parametres_milliards": 229, "famille_modele": "Minimax", "moteur": "llama.cpp", "moteur_version": "b9049-2-g79b2f3239-dirty", "quantification": "F16", "debit_sortie_tokens_s": 30.71, "ttft_ms": 57.1, "contexte_tokens": 797, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-08", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmowmnr32005eo201jaopa0t4", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmorsygo6000ujj04j6lhxnkk", "grappe_nom": "AMD Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "AMD Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 3, "vram_go": 96, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 9 5950X", "systeme": "Arch Linux", "modele": "MiniMax-M2-REAP-172B-A10B", "modele_hf": "cerebras/MiniMax-M2-REAP-172B-A10B", "parametres_milliards": 173, "famille_modele": "Minimax", "moteur": "llama.cpp", "moteur_version": "b9049-2-g79b2f3239-dirty", "quantification": "IQ4_XS", "debit_sortie_tokens_s": 29.78, "ttft_ms": 54.8, "contexte_tokens": 797, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-11", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmp1c2z9b011elo01wjqua2gy", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmorsygo6000ujj04j6lhxnkk", "grappe_nom": "AMD Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "AMD Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 3, "vram_go": 96, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 9 5950X", "systeme": "Arch Linux", "modele": "Qwen3.5-122B-A10B", "modele_hf": "Qwen/Qwen3.5-122B-A10B", "parametres_milliards": 125, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8974-5-g66bafdcf1", "quantification": "MXFP4_MOE", "debit_sortie_tokens_s": 27.31, "ttft_ms": 218.8, "contexte_tokens": 694, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-04", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoruvnpz0009l404xribbkn1", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmork1f9b000il704flghvtnn", "grappe_nom": "AMD Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "AMD Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", 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"support": "AMD Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 3, "vram_go": 96, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 9 5950X", "systeme": "Arch Linux", "modele": "Devstral-Small-2-24B-Instruct-2512", "modele_hf": "mistralai/Devstral-Small-2-24B-Instruct-2512", "parametres_milliards": 24, "famille_modele": "Mistral", "moteur": "llama.cpp", "moteur_version": "b9025-1-ga267d945e", "quantification": "Q8_0", "debit_sortie_tokens_s": 23.87, "ttft_ms": 244.2, "contexte_tokens": 24576, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmos1gy6z000bjv049tis9rwl", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmot519ca000mkz043ahix4bc", "grappe_nom": "AMD Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "AMD Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 9 5950X", "systeme": "Arch Linux", "modele": "Qwen3-32B", "modele_hf": "Qwen/Qwen3-32B", "parametres_milliards": 33, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.20.1+rocm721", "quantification": "FP8", "debit_sortie_tokens_s": 22.87, "ttft_ms": 71.5, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmot519gu000okz046x7ind2g", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmorsygo6000ujj04j6lhxnkk", "grappe_nom": "AMD Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "AMD Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 3, "vram_go": 96, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 9 5950X", "systeme": "Arch Linux", "modele": "Qwen3-32B", "modele_hf": "Qwen/Qwen3-32B", "parametres_milliards": 33, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.18.1.dev0+gbcf2be961.d20260330", "quantification": "FP8", "debit_sortie_tokens_s": 22.76, "ttft_ms": 60.0, "contexte_tokens": 786, "taille_lot": 1, "vram_pointe_go": 34.16, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-06", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmotjjsyg0004l504t9briv52", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": 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"url_mesure": "https://localmaxxing.com/fr/runs/cmorpyz610004jr044n9eu48d", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmorsygo6000ujj04j6lhxnkk", "grappe_nom": "AMD Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "AMD Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 3, "vram_go": 96, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 9 5950X", "systeme": "Arch Linux", "modele": "granite-4.1-30b", "modele_hf": "ibm-granite/granite-4.1-30b", "parametres_milliards": 29, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "b9020-10-g17df5830e", "quantification": "Q8_0", "debit_sortie_tokens_s": 17.86, "ttft_ms": 223.9, "contexte_tokens": 787, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-06", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmotl5uuh0001jp04gzukhdi8", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmorsygo6000ujj04j6lhxnkk", "grappe_nom": "AMD Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "AMD Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 3, "vram_go": 96, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 9 5950X", "systeme": "Arch Linux", "modele": "SWE-Dev-32B", "modele_hf": "zai-org/SWE-Dev-32B", "parametres_milliards": 33, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b9049-2-g79b2f3239-dirty", "quantification": "Q8_0", "debit_sortie_tokens_s": 16.24, "ttft_ms": 698.6, "contexte_tokens": 807, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-07", 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null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-20", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmpdzyrb700svpd01klzbe8zq", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoihh0eh000hl504pgtmw7g9", "grappe_nom": "AMD Radeon RX 6800", "classe_materiel": "Discrete GPU", "support": "AMD Radeon RX 6800", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 16, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "Intel i5-14400", "systeme": "", "modele": "Qwen3.6-35B-A3B", "modele_hf": "unsloth/Qwen3.6-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "TheTom/llama-cpp-turboquant 11a241d0d", "quantification": "IQ3_S", "debit_sortie_tokens_s": 89.15, "ttft_ms": null, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, 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null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-05-20", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmpe01n9200szpd017ctsjoiw", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoetb4j2000gjz044ukoj0hq", "grappe_nom": "AMD Radeon RX 7900 XTX", "classe_materiel": "Discrete GPU", "support": "AMD Radeon RX 7900 XTX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-35B-A3B", "modele_hf": "unsloth/Qwen3.6-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8778", "quantification": "Q3_K_XL", "debit_sortie_tokens_s": 104.53, "ttft_ms": null, "contexte_tokens": 640, "taille_lot": 1, "vram_pointe_go": 15.68, "puissance_materiel_w": null, 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null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoetv7zn0004l704ocb4a949", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoetb4j2000gjz044ukoj0hq", "grappe_nom": "AMD Radeon RX 7900 XTX", "classe_materiel": "Discrete GPU", "support": "AMD Radeon RX 7900 XTX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "gemma-4-26B-A4B-it-GGUF", "modele_hf": "unsloth/gemma-4-26B-A4B-it-GGUF", "parametres_milliards": 26, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "b8778", "quantification": "Q4_K_S", "debit_sortie_tokens_s": 94.3, "ttft_ms": null, "contexte_tokens": 640, "taille_lot": 1, "vram_pointe_go": 15.25, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoeu1wus0003l60472784yfr", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoetb4j2000gjz044ukoj0hq", "grappe_nom": "AMD Radeon RX 7900 XTX", "classe_materiel": "Discrete GPU", "support": "AMD Radeon RX 7900 XTX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.5-9B-Claude-4.6-Opus-Reasoning-Distilled-GGUF", "modele_hf": "Jackrong/Qwen3.5-9B-Claude-4.6-Opus-Reasoning-Distilled-GGUF", "parametres_milliards": 9, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8639", "quantification": "Q4_K_S", "debit_sortie_tokens_s": 93.2, "ttft_ms": null, "contexte_tokens": 640, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoetb4n1000jjz04aol3g3h5", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoetb4j2000gjz044ukoj0hq", "grappe_nom": "AMD Radeon RX 7900 XTX", "classe_materiel": "Discrete GPU", "support": "AMD Radeon RX 7900 XTX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-35B-A3B", "modele_hf": "Qwen/Qwen3.6-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "IQ4_XS", "debit_sortie_tokens_s": 85.6, "ttft_ms": 59, "contexte_tokens": 2048, "taille_lot": 4096, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-30", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmolw295o000tju04uiwr820b", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoetb4j2000gjz044ukoj0hq", "grappe_nom": "AMD Radeon RX 7900 XTX", "classe_materiel": "Discrete GPU", "support": "AMD Radeon RX 7900 XTX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "Ornstein3.6-35B-A3B-GGUF", "modele_hf": "DJLougen/Ornstein3.6-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8778", "quantification": "Q4_K_S", "debit_sortie_tokens_s": 62.4, "ttft_ms": null, "contexte_tokens": 640, "taille_lot": 1, 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"ttft_ms": null, "contexte_tokens": 1024, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoeufbnr000ql604wctafc0s", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoetb4j2000gjz044ukoj0hq", "grappe_nom": "AMD Radeon RX 7900 XTX", "classe_materiel": "Discrete GPU", "support": "AMD Radeon RX 7900 XTX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3-Coder-30B-A3B-Instruct-GGUF", "modele_hf": "lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-GGUF", "parametres_milliards": 30, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8639", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 46.9, "ttft_ms": null, "contexte_tokens": 1024, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoeu8m92000fl604nt2wtvkj", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoetb4j2000gjz044ukoj0hq", "grappe_nom": "AMD Radeon RX 7900 XTX", "classe_materiel": "Discrete GPU", "support": "AMD Radeon RX 7900 XTX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-27B-GGUF", "modele_hf": "unsloth/Qwen3.6-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8778", "quantification": "Q3_K_XL", "debit_sortie_tokens_s": 33.31, "ttft_ms": null, "contexte_tokens": 640, "taille_lot": 1, "vram_pointe_go": 13.47, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmogm5x010002jv040zuze5n3", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoetb4j2000gjz044ukoj0hq", "grappe_nom": "AMD Radeon RX 7900 XTX", "classe_materiel": "Discrete GPU", "support": "AMD Radeon RX 7900 XTX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwopus3.5-27B-v3-GGUF", "modele_hf": "Jackrong/Qwopus3.5-27B-v3-GGUF", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8778", "quantification": "Q4_K_S", "debit_sortie_tokens_s": 28.6, "ttft_ms": null, "contexte_tokens": 640, "taille_lot": 1, "vram_pointe_go": 14.51, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoethtq9000pjz045yguc0ld", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoetb4j2000gjz044ukoj0hq", "grappe_nom": "AMD Radeon RX 7900 XTX", "classe_materiel": "Discrete GPU", "support": "AMD Radeon RX 7900 XTX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-27B-GGUF", "modele_hf": "unsloth/Qwen3.6-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8778", "quantification": "Q4_K_S", "debit_sortie_tokens_s": 28.5, "ttft_ms": null, "contexte_tokens": 640, "taille_lot": 1, "vram_pointe_go": 14.76, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoetoim3000sjo04hd67abew", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoyqfwbx000mtl01reco7qrf", "grappe_nom": "AMD Radeon RX 9060 XT 16GB", "classe_materiel": "Discrete GPU", "support": "AMD Radeon RX 9060 XT 16GB", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 16, "memoire_unifiee_go": null, "ram_go": 48, "processeur": "Ryzen 9 7800X3D", "systeme": "Windows 11", "modele": "gemma-4-E4B-it-OBLITERATED", "modele_hf": "OBLITERATUS/gemma-4-E4B-it-OBLITERATED", "parametres_milliards": 8, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "b9090", "quantification": "Q8_0", "debit_sortie_tokens_s": 53.85, "ttft_ms": 1581, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 5.3, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-09", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoyqfwcp000otl01xpdzfxpo", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofgfg3v000jjs049w7qjold", "grappe_nom": "AMD Radeon RX 9070", "classe_materiel": "Discrete GPU", "support": "AMD Radeon RX 9070", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 16, "memoire_unifiee_go": null, "ram_go": 32, "processeur": "AMD Ryzen 7 7800X3D", "systeme": "Fedora Linux 43", "modele": "Qwen3.6-35B-A3B-GGUF", "modele_hf": "unsloth/Qwen3.6-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "llama-b8892", "quantification": "IQ3_XS", "debit_sortie_tokens_s": 76, "ttft_ms": 360, "contexte_tokens": 65536, "taille_lot": 1, "vram_pointe_go": 15.5, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofgfg5t000ljs04iip74hzt", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofgfg3v000jjs049w7qjold", "grappe_nom": "AMD Radeon RX 9070", "classe_materiel": "Discrete GPU", "support": "AMD Radeon RX 9070", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 16, "memoire_unifiee_go": null, "ram_go": 32, "processeur": "AMD Ryzen 7 7800X3D", "systeme": "Fedora Linux 43", "modele": "Qwen3.6-35B-A3B", "modele_hf": "Qwen/Qwen3.6-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "9012", "quantification": "Q4_K_XL", "debit_sortie_tokens_s": 34.2, "ttft_ms": 417, "contexte_tokens": 131072, "taille_lot": 1, "vram_pointe_go": 14.6, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-04", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoqi14ew0004jy04mtcofv4w", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoiqxyy1000yjp04sg8s8wv6", "grappe_nom": "AMD Radeon RX 9070 XT", "classe_materiel": "Discrete GPU", "support": "AMD Radeon RX 9070 XT", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 16, "memoire_unifiee_go": null, "ram_go": 32, "processeur": "Intel Core i9-10900K", "systeme": "Windows 11", "modele": "Qwen3.6-35B-A3B", "modele_hf": "Qwen/Qwen3.6-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "llama.cpp b8933", "quantification": "UD-Q2_K_XL", "debit_sortie_tokens_s": 96.57, "ttft_ms": null, "contexte_tokens": 32768, "taille_lot": 1024, "vram_pointe_go": 14.3, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmois9z5f000cl104wvvqf8mv", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoiqxyy1000yjp04sg8s8wv6", "grappe_nom": "AMD Radeon RX 9070 XT", "classe_materiel": "Discrete GPU", "support": "AMD Radeon RX 9070 XT", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 16, "memoire_unifiee_go": null, "ram_go": 32, "processeur": "Intel Core i9-10900K", "systeme": "Windows 11", "modele": "Qwopus3.5-9B-v3", "modele_hf": "Jackrong/Qwopus3.5-9B-v3", 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"Ubuntu 24.04.4 LTS", "modele": "gemma-4-26B-A4B-it", "modele_hf": "google/gemma-4-26B-A4B-it", "parametres_milliards": 27, "famille_modele": "Gemma", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "BF16", "debit_sortie_tokens_s": 245.3, "ttft_ms": 20.2, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 161.2, "puissance_materiel_w": 1000, "metrique_verifiee": "oui", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-06", "executions_combinaison": 1, "executions_verifiees_combinaison": 1, "url_mesure": "https://localmaxxing.com/fr/runs/cmtpbwlyd02hln701b6cjx3lk", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtpbtric02hdn701ecak9koa", "grappe_nom": "B200", "classe_materiel": "Discrete GPU", "support": "B200", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 192, "memoire_unifiee_go": null, "ram_go": 354, "processeur": "Intel Xeon Platinum 8592+ (26 vCPU)", 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"systeme": "Ubuntu 24.04.4 LTS", "modele": "Qwen3.6-35B-A3B-GGUF", "modele_hf": "unsloth/Qwen3.6-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b74a7c89", "quantification": "Unsloth-Dynamic-Q4_K_M", "debit_sortie_tokens_s": 199.9, "ttft_ms": 187.3, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 21.7, "puissance_materiel_w": 1000, "metrique_verifiee": "oui", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-06", "executions_combinaison": 1, "executions_verifiees_combinaison": 1, "url_mesure": "https://localmaxxing.com/fr/runs/cmtpby1ag02hpn701l4hkexwh", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtpbtric02hdn701ecak9koa", "grappe_nom": "B200", "classe_materiel": "Discrete GPU", "support": "B200", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 192, "memoire_unifiee_go": null, "ram_go": 354, "processeur": "Intel 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"ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Ornith-1.5-35B-A3B-W4A16-SYM", "modele_hf": "MIRALABS/Ornith-1.5-35B-A3B-W4A16-SYM", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "W4A16", "debit_sortie_tokens_s": 303.48, "ttft_ms": 101, "contexte_tokens": 1285, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 200, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-09-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtnrxkkt01nnmm0182xw5bmy", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7y3mly01uynn01zyy09s04", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, 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"vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "Ubuntu", "modele": "Ornith-1.5-35B-A3B-W4A16-SYM", "modele_hf": "MIRALABS/Ornith-1.5-35B-A3B-W4A16-SYM", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "W4A16", "debit_sortie_tokens_s": 290.31, "ttft_ms": 93, "contexte_tokens": 1285, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 300, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-08-30", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtfhkes300cgn001kep27erk", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7yrza801v3nn01v8v6m4ec", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Ornith-1.5-35B-A3B-W4A16-SYM", "modele_hf": "MIRALABS/Ornith-1.5-35B-A3B-W4A16-SYM", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "W4A16", "debit_sortie_tokens_s": 275.26, "ttft_ms": 111, "contexte_tokens": 1287, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 150, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-09-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtoind3e003pn7014z8lfffx", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmyieyf0000l4014xexx4lc", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Ornith-1.5-35B-A3B-W4A16-SYM", "modele_hf": "MIRALABS/Ornith-1.5-35B-A3B-W4A16-SYM", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "W4A16", "debit_sortie_tokens_s": 265.45, "ttft_ms": 96, "contexte_tokens": 1286, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 250, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-09-04", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtn72qur003smm0130r8brhd", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7y3mly01uynn01zyy09s04", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.8-27B-W4A16-AutoRound-fast", "modele_hf": "born2bewild/Qwen3.8-27B-W4A16-AutoRound-fast", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.27.1", "quantification": "W4A16-fast", "debit_sortie_tokens_s": 265.17, "ttft_ms": 437, "contexte_tokens": 1286, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 300, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-09-06", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtpktec902run7019y45p4ju", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7y3mly01uynn01zyy09s04", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "NVIDIA-Nemotron-3.5-Lightning-30B-A3B-W4A16", "modele_hf": "useful-quants/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-W4A16", "parametres_milliards": 32, "famille_modele": "", "moteur": "vllm", "moteur_version": "0.27.1", "quantification": "W4A16", "debit_sortie_tokens_s": 236.7, "ttft_ms": 123, "contexte_tokens": 1287, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 300, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-04", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtmi133k01vcl601ffptq0gq", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmyieyf0000l4014xexx4lc", "grappe_nom": 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"grappe_id": "cmt7z5qgx01vgnn01608jf36m", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "NVIDIA-Nemotron-3.5-Lightning-30B-A3B-W4A16", "modele_hf": "useful-quants/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-W4A16", "parametres_milliards": 32, "famille_modele": "", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "W4A16", "debit_sortie_tokens_s": 234.21, "ttft_ms": 128, "contexte_tokens": 1286, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 200, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtnuh33b02idmm01qt9x44il", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt80fu8n01whnn01z4uqarg8", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "Ubuntu", "modele": "NVIDIA-Nemotron-3.5-Lightning-30B-A3B-W4A16", "modele_hf": "useful-quants/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-W4A16", "parametres_milliards": 32, "famille_modele": "", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "W4A16", "debit_sortie_tokens_s": 226.22, "ttft_ms": 121, "contexte_tokens": 1287, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 300, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-30", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtgfy0hs003rqr01wla1mw9l", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7yrza801v3nn01v8v6m4ec", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "NVIDIA-Nemotron-3.5-Lightning-30B-A3B-W4A16", "modele_hf": "useful-quants/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-W4A16", "parametres_milliards": 32, "famille_modele": "", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "W4A16", "debit_sortie_tokens_s": 219.85, "ttft_ms": 136, "contexte_tokens": 1287, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 150, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtog5f8z001zn701ut3kv0yr", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt80fu8n01whnn01z4uqarg8", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "Ubuntu", "modele": "Qwen3.8-27B-INT8-W8A16-MTP", "modele_hf": "lued/Qwen3.8-27B-INT8-W8A16-MTP", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.27.1", "quantification": "INT8-W8A16", "debit_sortie_tokens_s": 218.92, "ttft_ms": 511, "contexte_tokens": 1286, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 300, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-08-30", 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"NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF", "modele_hf": "ggml-org/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF", "parametres_milliards": 32, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "0.3.0-dev+b10705", "quantification": "Q8_0", "debit_sortie_tokens_s": 176.64, "ttft_ms": 2610, "contexte_tokens": 4359, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 150, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-09-05", "executions_combinaison": 8, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtorai8k00yxn7016moxttek", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt80fu8n01whnn01z4uqarg8", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 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null, "ram_go": null, "processeur": "amd64", "systeme": "windows", "modele": "GLM-5.3-Flash-UNCENSORED-FP8", "modele_hf": "dealignai/GLM-5.3-Flash-UNCENSORED-FP8", "parametres_milliards": 321, "famille_modele": "", "moteur": "vllm", "moteur_version": "0.29.1rc1.dev619+g37e4d5814.d20260925", "quantification": "FP8", "debit_sortie_tokens_s": 168.51, "ttft_ms": 315.6, "contexte_tokens": 1048576, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "oui", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-29", "executions_combinaison": 8, "executions_verifiees_combinaison": 1, "url_mesure": "https://localmaxxing.com/fr/runs/cmulykwor0iw9lq0171mbs6bs", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7y3mly01uynn01zyy09s04", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Ornith-1.5-35B-A3B-W4A16-SYM", "modele_hf": "MIRALABS/Ornith-1.5-35B-A3B-W4A16-SYM", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "sglang", "moteur_version": "0.5.19", "quantification": "W4A16", "debit_sortie_tokens_s": 164.28, "ttft_ms": 60, "contexte_tokens": 735, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 300, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtoyu1ku01arn7013zhveuww", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmyieyf0000l4014xexx4lc", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Ornith-1.5-35B-A3B-W4A16-SYM", "modele_hf": "MIRALABS/Ornith-1.5-35B-A3B-W4A16-SYM", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "sglang", "moteur_version": "0.5.19", "quantification": "W4A16", "debit_sortie_tokens_s": 163.4, "ttft_ms": 98, "contexte_tokens": 1288, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 250, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-06", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtp1xo6z02ann701j328aut5", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7z5qgx01vgnn01608jf36m", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", 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"support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.6-35B-A3B-GGUF", "modele_hf": "unsloth/Qwen3.6-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "0.3.0-dev+b10705", "quantification": "Q8_0", "debit_sortie_tokens_s": 158.8, "ttft_ms": 3681, "contexte_tokens": 4362, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 200, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-09-05", "executions_combinaison": 6, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmto4rivf0011nz01k5hdj2j7", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7yrza801v3nn01v8v6m4ec", "grappe_nom": "CMP 170HX", "classe_materiel": 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"cmu2rh9ri067dlq01zjx05tw5", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 8, "processeur": "AMD Ryzen 5 5600G", "systeme": "Ubuntu 26.04.1", "modele": "Qwen3.8-27B-W4A16-AutoRound", "modele_hf": "dbirks/Qwen3.8-27B-W4A16-AutoRound", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.29.0", "quantification": "W4A16", "debit_sortie_tokens_s": 133, "ttft_ms": null, "contexte_tokens": 131072, "taille_lot": 1, "vram_pointe_go": 56.5, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-09-15", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmu2rh9s3067glq012v9ubp0r", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtkzgcq4004foe01ag1k0got", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 16, "processeur": "Dual Intel Xeon E5-2630 v3 (2x8c/16t, 2.40GHz)", "systeme": "Linux", "modele": "Hy-MT2-30B-A3B-FP8", "modele_hf": "tencent/Hy-MT2-30B-A3B-FP8", "parametres_milliards": 30, "famille_modele": "", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "FP8", "debit_sortie_tokens_s": 130.04, "ttft_ms": 249.5, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 114.18, "puissance_materiel_w": 199, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtkzgcq7004hoe01h7jl6bi8", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" 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publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt80fu8n01whnn01z4uqarg8", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "Ubuntu", "modele": "Ornith-1.5-35B-A3B-GGUF", "modele_hf": "ornith-ai/Ornith-1.5-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "b10688", "quantification": "Q5_K_M", "debit_sortie_tokens_s": 113.89, "ttft_ms": 888, "contexte_tokens": 1290, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 300, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-30", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtfpzkon00dnn001s23zw891", "source": 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"executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtl0et9w006qoe01440490ac", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmyieyf0000l4014xexx4lc", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Ornith-1.5-35B-A3B-GGUF", "modele_hf": "ornith-ai/Ornith-1.5-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "0.3.0-dev+b10705", "quantification": "Q5_K_M", "debit_sortie_tokens_s": 113.72, "ttft_ms": 885, "contexte_tokens": 1288, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 250, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-04", 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"puissance_materiel_w": 300, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-30", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtfq6kgi0008qr01kdlgx3c5", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7z5qgx01vgnn01608jf36m", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Ornith-1.5-35B-A3B-GGUF", "modele_hf": "ornith-ai/Ornith-1.5-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "0.3.0-dev+b10705", "quantification": "Q8_0", "debit_sortie_tokens_s": 109.55, "ttft_ms": 874, "contexte_tokens": 1290, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 200, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmto3v84u0001nz01vuconarn", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmyieyf0000l4014xexx4lc", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Ornith-1.5-35B-A3B-GGUF", "modele_hf": "ornith-ai/Ornith-1.5-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "0.3.0-dev+b10705", "quantification": "Q8_0", "debit_sortie_tokens_s": 109.54, "ttft_ms": 870, "contexte_tokens": 1288, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 250, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-04", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtnh524600bomm01lbxxft3y", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmyieyf0000l4014xexx4lc", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.6-35B-A3B-GGUF", "modele_hf": "unsloth/Qwen3.6-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "0.3.0-dev+b10705", "quantification": "UD-Q8_K_XL", "debit_sortie_tokens_s": 109.51, "ttft_ms": 880, "contexte_tokens": 1290, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 250, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-04", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtnj8h5w00e9mm017vj1d3bg", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmyieyf0000l4014xexx4lc", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.8-27B-INT8-W8A16-MTP", "modele_hf": "lued/Qwen3.8-27B-INT8-W8A16-MTP", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "INT8-W8A16", "debit_sortie_tokens_s": 107.87, "ttft_ms": 559, "contexte_tokens": 1288, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 250, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-09-04", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtnf5xo100admm014yhownkh", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7yrza801v3nn01v8v6m4ec", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.6-35B-A3B-GGUF", "modele_hf": "unsloth/Qwen3.6-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "0.3.0-dev+b10705", "quantification": "UD-Q8_K_XL", "debit_sortie_tokens_s": 107.23, "ttft_ms": 915, "contexte_tokens": 1289, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 150, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtowuvs6019jn701vx27qnb5", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7yrza801v3nn01v8v6m4ec", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Ornith-1.5-35B-A3B-GGUF", "modele_hf": "ornith-ai/Ornith-1.5-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "0.3.0-dev+b10705", "quantification": "Q8_0", "debit_sortie_tokens_s": 107.2, "ttft_ms": 907, "contexte_tokens": 1288, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 150, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtovad9a012tn701eq9td68t", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt81k5x901y1nn01yrzqjmp2", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": null, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.6-35B-A3B-GGUF", "modele_hf": "unsloth/Qwen3.6-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q8_0", "debit_sortie_tokens_s": 104.93, "ttft_ms": 328, "contexte_tokens": 16384, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-25", "executions_combinaison": 3, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt86zwmz0017li01b7ur0qgz", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtkzgens004noe01c7flon3s", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 16, "processeur": "Dual Intel Xeon E5-2630 v3 (2x8c/16t, 2.40GHz)", "systeme": "Linux", "modele": "Hy-MT2-30B-A3B-FP8", "modele_hf": "tencent/Hy-MT2-30B-A3B-FP8", "parametres_milliards": 30, "famille_modele": "", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "FP8", "debit_sortie_tokens_s": 104.38, "ttft_ms": 3805.7, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 114.18, "puissance_materiel_w": 395, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtkzgeny004poe01ztfrqjde", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7z5qgx01vgnn01608jf36m", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.8-27B-INT8-W8A16-MTP", "modele_hf": "lued/Qwen3.8-27B-INT8-W8A16-MTP", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "INT8-W8A16", "debit_sortie_tokens_s": 104.18, "ttft_ms": 634, "contexte_tokens": 1288, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 200, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-09-05", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmto1w51v02nimm01ptzla8q4", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtll82oa00mtoe01dloeyya0", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 4, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 112, "processeur": "2x Intel Xeon Gold 6152 @ 2.10GHz", "systeme": "Linux", "modele": "DeepSeek-V4-Flash-0731", "modele_hf": "deepseek-ai/DeepSeek-V4-Flash-0731", "parametres_milliards": 304, "famille_modele": "Deepseek", "moteur": "vllm", "moteur_version": "0.23.0", "quantification": "FP8", "debit_sortie_tokens_s": 90.58, "ttft_ms": 247.7, "contexte_tokens": 1909, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtll82of00mwoe01lupxrdxk", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7yrza801v3nn01v8v6m4ec", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.8-27B-INT8-W8A16-MTP", "modele_hf": "lued/Qwen3.8-27B-INT8-W8A16-MTP", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "INT8-W8A16", "debit_sortie_tokens_s": 87.44, "ttft_ms": 772, "contexte_tokens": 1288, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 150, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-09-05", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtop8pm700xen70192sho7gt", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7y3mly01uynn01zyy09s04", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Ornith-1.5-9B", "modele_hf": "ornith-ai/Ornith-1.5-9B", "parametres_milliards": 10, "famille_modele": "Qwen", "moteur": "sglang", "moteur_version": "0.5.19", "quantification": "BF16", "debit_sortie_tokens_s": 80.1, "ttft_ms": 71, "contexte_tokens": 736, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 300, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtp098km0297n7013xi0xbux", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmyieyf0000l4014xexx4lc", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Ornith-1.5-9B", "modele_hf": "ornith-ai/Ornith-1.5-9B", "parametres_milliards": 10, "famille_modele": "Qwen", "moteur": "sglang", "moteur_version": "0.5.19", "quantification": "BF16", "debit_sortie_tokens_s": 79.54, "ttft_ms": 131, "contexte_tokens": 1288, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 250, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-06", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtp2ze4302c6n7012j8dkvpu", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7y3mly01uynn01zyy09s04", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Ornith-1.5-9B", "modele_hf": "ornith-ai/Ornith-1.5-9B", "parametres_milliards": 10, "famille_modele": "Qwen", "moteur": "vllm", 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"Qwen", "moteur": "sglang", "moteur_version": "0.5.19", "quantification": "W4A16-fast", "debit_sortie_tokens_s": 73.76, "ttft_ms": 500, "contexte_tokens": 1288, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 300, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-06", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtpkw78202s1n7018t1d1uz1", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7y3mly01uynn01zyy09s04", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.8-27B-GGUF", "modele_hf": "unsloth/Qwen3.8-27B-GGUF", "parametres_milliards": 28, "famille_modele": 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27, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "0.3.0-dev+b10656", "quantification": "MTP-Q8_0", "debit_sortie_tokens_s": 72.6, "ttft_ms": 6471, "contexte_tokens": 4319, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 300, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-09-06", "executions_combinaison": 34, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtpxjaq1038cn701ajbdz8vw", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmyieyf0000l4014xexx4lc", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.8-27B-MTP-GGUF", "modele_hf": "Jackrong/Qwen3.8-27B-MTP-GGUF", 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"Jackrong/Qwen3.8-27B-MTP-GGUF", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b10498-5ecbe1ac1", "quantification": "Q8_0", "debit_sortie_tokens_s": 72.1, "ttft_ms": null, "contexte_tokens": 16384, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 300, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-08-25", "executions_combinaison": 12, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt87b28j0027li01dltnr3hz", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmyieyf0000l4014xexx4lc", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.8-27B-W4A16-AutoRound-fast", "modele_hf": "born2bewild/Qwen3.8-27B-W4A16-AutoRound-fast", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "sglang", "moteur_version": "0.5.19", "quantification": "W4A16-fast", "debit_sortie_tokens_s": 71.57, "ttft_ms": 510, "contexte_tokens": 1287, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 250, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-06", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtplpq3f02u3n70168a69lvx", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmyieyf0000l4014xexx4lc", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core 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"classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.8-27B-W4A16-AutoRound-fast", "modele_hf": "born2bewild/Qwen3.8-27B-W4A16-AutoRound-fast", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "sglang", "moteur_version": "0.5.19", "quantification": "W4A16-fast", "debit_sortie_tokens_s": 66.93, "ttft_ms": 541, "contexte_tokens": 1286, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 200, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-06", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtpmx7uc02uon7010qtaf8ul", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt80fu8n01whnn01z4uqarg8", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "Ubuntu", "modele": "Qwen3.8-27B-GGUF", "modele_hf": "unsloth/Qwen3.8-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b10498-5ecbe1ac1", "quantification": "UD-Q8_K_XL", "debit_sortie_tokens_s": 65.8, "ttft_ms": null, "contexte_tokens": 16384, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 300, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-08-25", "executions_combinaison": 11, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt87gomn002pli01qwr9ci1o", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtkzggw5004zoe01k935h9ht", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 16, "processeur": "Dual Intel Xeon E5-2630 v3 (2x8c/16t, 2.40GHz)", "systeme": "Linux", "modele": "Hy-MT2-30B-A3B-FP8", "modele_hf": "tencent/Hy-MT2-30B-A3B-FP8", "parametres_milliards": 30, "famille_modele": "", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "FP8", "debit_sortie_tokens_s": 65.79, "ttft_ms": 3978.9, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 115.45, "puissance_materiel_w": 185, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtkzggw80051oe01w0qb8a9b", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7yrza801v3nn01v8v6m4ec", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Ornith-1.5-9B", "modele_hf": "ornith-ai/Ornith-1.5-9B", "parametres_milliards": 10, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "BF16", "debit_sortie_tokens_s": 64.83, "ttft_ms": 151, "contexte_tokens": 1288, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 150, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtof3qrw000tn701kpyqehf7", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7yrza801v3nn01v8v6m4ec", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Ornith-1.5-9B", "modele_hf": "ornith-ai/Ornith-1.5-9B", "parametres_milliards": 10, "famille_modele": "Qwen", "moteur": "sglang", "moteur_version": "0.5.19", "quantification": "BF16", "debit_sortie_tokens_s": 64.72, "ttft_ms": 165, "contexte_tokens": 1287, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 150, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-06", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtp6lpp202fjn701aucimn03", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtkzgm7p005moe01bn4rzjto", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 16, "processeur": "Dual Intel Xeon E5-2630 v3 (2x8c/16t, 2.40GHz)", "systeme": "Linux", "modele": "Laguna-S-2.1-IQ4_XS-Q4_K_M-GGUF", "modele_hf": "Abiray/Laguna-S-2.1-IQ4_XS-Q4_K_M-GGUF", "parametres_milliards": 118, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": "0.28.0", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 63.34, "ttft_ms": null, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 74.63, "puissance_materiel_w": 385, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtkzgm7s005ooe01q4670nnr", "source": "LocalMaxxing, API publique 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"LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt80fu8n01whnn01z4uqarg8", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "Ubuntu", "modele": "Qwen3.8-27B-GGUF", "modele_hf": "unsloth/Qwen3.8-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b10498-5ecbe1ac1", "quantification": "UD-Q4_K_XL", "debit_sortie_tokens_s": 61, "ttft_ms": null, "contexte_tokens": 16384, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 300, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-08-25", "executions_combinaison": 12, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt875fw7001qli01nf9voorg", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7yrza801v3nn01v8v6m4ec", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.8-27B-MTP-GGUF", "modele_hf": "Jackrong/Qwen3.8-27B-MTP-GGUF", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "0.3.0-dev+b10705", "quantification": "MTP-Q8_0", "debit_sortie_tokens_s": 60.15, "ttft_ms": 26467, "contexte_tokens": 17371, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 150, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-09-05", "executions_combinaison": 8, "executions_verifiees_combinaison": 0, "url_mesure": 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"executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtpvib41035cn701sayxulcc", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7y3mly01uynn01zyy09s04", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.8-27B-GGUF", "modele_hf": "unsloth/Qwen3.8-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "0.1.2-dev+b10498", "quantification": "UD-Q4_K_XL", "debit_sortie_tokens_s": 59.67, "ttft_ms": 28207, "contexte_tokens": 16603, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 300, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-09-07", 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1245, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 200, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-09-04", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtnl4ymv01g3mm017dcb5vep", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7yrza801v3nn01v8v6m4ec", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.8-27B-GGUF", "modele_hf": "unsloth/Qwen3.8-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "0.3.0-dev+b10705", "quantification": "UD-Q4_K_XL", "debit_sortie_tokens_s": 51.25, "ttft_ms": 2711, 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49.56, "ttft_ms": 2369, "contexte_tokens": 1248, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 150, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-09-05", "executions_combinaison": 8, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtobk4b7006tnz01p4k1n6j5", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtas1yb6000dqq011tw1551p", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 30, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.8-Flash-Next-GGUF", "modele_hf": "unsloth/Qwen3.8-Flash-Next-GGUF", "parametres_milliards": 180, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "pr-27742", "quantification": "UD-IQ1_S", 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109, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": "0.28.0", "quantification": "UD-Q3_K_XL", "debit_sortie_tokens_s": 44.53, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 46.64, "puissance_materiel_w": 193, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtkzgs4k006loe01qo37wpak", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7y3mly01uynn01zyy09s04", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.8-27B-INT8-W8A16-MTP", "modele_hf": "lued/Qwen3.8-27B-INT8-W8A16-MTP", 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"lued/Qwen3.8-27B-INT8-W8A16-MTP", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "sglang", "moteur_version": "0.5.19", "quantification": "INT8-W8A16", "debit_sortie_tokens_s": 39.07, "ttft_ms": 675, "contexte_tokens": 1288, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 250, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-06", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtp2gjyi02ben701b4ne2jn0", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7y3mly01uynn01zyy09s04", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "granite-4.2-30b-GGUF", 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Intel Xeon E5-2630 v3 (2x8c/16t, 2.40GHz)", "systeme": "Linux", "modele": "Gemma-4-31B-IT-NVFP4", "modele_hf": "nvidia/Gemma-4-31B-IT-NVFP4", "parametres_milliards": 33, "famille_modele": "Gemma", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "NVFP4", "debit_sortie_tokens_s": 34.67, "ttft_ms": 945.1, "contexte_tokens": 512, "taille_lot": 1, "vram_pointe_go": 58.67, "puissance_materiel_w": 250, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtkzg1l8003doe01wdu646p5", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtkzgasi003yoe01yj3ukj99", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 16, "processeur": "Dual Intel Xeon E5-2630 v3 (2x8c/16t, 2.40GHz)", "systeme": "Linux", "modele": "Hy3-GGUF", "modele_hf": "AngelSlim/Hy3-GGUF", "parametres_milliards": 299, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "0.28.0", "quantification": "Q2_K_XL", "debit_sortie_tokens_s": 33.91, "ttft_ms": null, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 100.53, "puissance_materiel_w": 304, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtkzgasm0040oe01s6lm096t", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtkzg3cg003foe01rypcngai", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 16, "processeur": "Dual Intel Xeon E5-2630 v3 (2x8c/16t, 2.40GHz)", "systeme": "Linux", "modele": "Gemma-4-31B-IT-NVFP4", "modele_hf": "nvidia/Gemma-4-31B-IT-NVFP4", "parametres_milliards": 33, "famille_modele": "Gemma", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "NVFP4", "debit_sortie_tokens_s": 33.84, "ttft_ms": 1210.4, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 58.67, "puissance_materiel_w": 248, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtkzg3ck003hoe017jmb3h0n", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtkzfv42002uoe01x7dcjdpt", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 16, "processeur": "Dual Intel Xeon E5-2630 v3 (2x8c/16t, 2.40GHz)", "systeme": "Linux", "modele": "Baichuan-M3-235B-GGUF", "modele_hf": "mradermacher/Baichuan-M3-235B-GGUF", "parametres_milliards": 235, "famille_modele": "Baichuan", "moteur": "llama.cpp", "moteur_version": "0.28.0", "quantification": "Q3_K_M", "debit_sortie_tokens_s": 33.15, "ttft_ms": null, "contexte_tokens": 512, "taille_lot": 1, "vram_pointe_go": 105.95, "puissance_materiel_w": 285, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtkzfv47002woe01lqwp3dru", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7y3mly01uynn01zyy09s04", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "granite-4.2-30b-GGUF", "modele_hf": "ibm-granite/granite-4.2-30b-GGUF", "parametres_milliards": 29, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": "0.3.0-dev+b10705", "quantification": "Q8_0", "debit_sortie_tokens_s": 32.92, "ttft_ms": 995, "contexte_tokens": 732, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 300, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtkwzo6q044mp701205kygvh", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmyieyf0000l4014xexx4lc", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "granite-4.2-30b-GGUF", "modele_hf": "ibm-granite/granite-4.2-30b-GGUF", "parametres_milliards": 29, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": "0.3.0-dev+b10705", "quantification": "Q8_0", "debit_sortie_tokens_s": 32.5, "ttft_ms": 1662, "contexte_tokens": 1283, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 250, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-04", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtna66fa006emm01qoavpl2b", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtkzfx1y002yoe01kqlgitb5", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 16, "processeur": "Dual Intel Xeon E5-2630 v3 (2x8c/16t, 2.40GHz)", "systeme": "Linux", "modele": "Baichuan-M3-235B-GGUF", "modele_hf": "mradermacher/Baichuan-M3-235B-GGUF", "parametres_milliards": 235, "famille_modele": "Baichuan", "moteur": "llama.cpp", "moteur_version": "0.28.0", "quantification": "Q3_K_M", "debit_sortie_tokens_s": 32.42, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 106.5, "puissance_materiel_w": 291, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtkzfx210030oe012giwr7cj", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtkzfyio0032oe01m9hk1tl0", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 16, "processeur": "Dual Intel Xeon E5-2630 v3 (2x8c/16t, 2.40GHz)", "systeme": "Linux", "modele": "Baichuan-M3-235B-GGUF", "modele_hf": "mradermacher/Baichuan-M3-235B-GGUF", "parametres_milliards": 235, "famille_modele": "Baichuan", "moteur": "llama.cpp", "moteur_version": "0.28.0", "quantification": "Q3_K_M", "debit_sortie_tokens_s": 30.94, "ttft_ms": null, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 108.8, "puissance_materiel_w": 289, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtkzfyit0034oe01s30zea13", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7yrza801v3nn01v8v6m4ec", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete 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"classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "granite-4.2-30b-GGUF", "modele_hf": "ibm-granite/granite-4.2-30b-GGUF", "parametres_milliards": 29, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": "0.3.0-dev+b10705", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 30.62, "ttft_ms": 1766, "contexte_tokens": 1284, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 150, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtoe4r1d008mnz01i9zmok43", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtlkxgz600lhoe01sljk2kem", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 8, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 112, "processeur": "2x Intel Xeon Gold 6152", "systeme": "Linux", "modele": "GLM-5.2-Int4-Int8Mix", "modele_hf": "QuantTrio/GLM-5.2-Int4-Int8Mix", "parametres_milliards": 753, "famille_modele": "", "moteur": "vllm", "moteur_version": "0.20.2", "quantification": "INT4-INT8-Mix", "debit_sortie_tokens_s": 30.6, "ttft_ms": null, "contexte_tokens": 131072, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 26, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtlnej1400q4oe01e62og1tm", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtlkwq0p00laoe01ekueam6k", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 8, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "GLM-5.2-Int4-Int8Mix", "modele_hf": "QuantTrio/GLM-5.2-Int4-Int8Mix", "parametres_milliards": 753, "famille_modele": "", "moteur": "vllm", "moteur_version": "0.20.2", "quantification": "INT4-INT8-Mix", "debit_sortie_tokens_s": 30.6, "ttft_ms": 227.3, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtlkwq0s00lcoe01w782pvwc", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtlkh0w500k5oe017wmdlt9d", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 8, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 112, "processeur": "2x Intel Xeon Gold 6152 @ 2.10GHz", "systeme": "Linux", "modele": "GLM-5.2-Int4-Int8Mix", "modele_hf": "QuantTrio/GLM-5.2-Int4-Int8Mix", "parametres_milliards": 753, "famille_modele": "", "moteur": "vllm", "moteur_version": "0.20.2", "quantification": "INT4-INT8-Mix", "debit_sortie_tokens_s": 30.6, "ttft_ms": null, "contexte_tokens": 131072, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 10, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtlkt8hr00l1oe01pwgfqi33", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7z5qgx01vgnn01608jf36m", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.8-27B-MTP-GGUF", "modele_hf": "Jackrong/Qwen3.8-27B-MTP-GGUF", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "llama-bench", "quantification": "Q8_0", "debit_sortie_tokens_s": 30.53, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 200, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt7zcm0c01vnnn0187sy2an3", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7z5qgx01vgnn01608jf36m", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "granite-4.2-30b-GGUF", "modele_hf": "ibm-granite/granite-4.2-30b-GGUF", "parametres_milliards": 29, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": "0.3.0-dev+b10705", "quantification": "Q8_0", "debit_sortie_tokens_s": 30.32, "ttft_ms": 1670, "contexte_tokens": 1284, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 200, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtnwz0ss02k1mm017jcok8vt", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt80fu8n01whnn01z4uqarg8", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "Ubuntu", "modele": "granite-4.2-30b-GGUF", "modele_hf": "ibm-granite/granite-4.2-30b-GGUF", "parametres_milliards": 29, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": "b10688", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 29.74, "ttft_ms": 1775, "contexte_tokens": 1285, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 300, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-31", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtgr418m001fp401680ppnu3", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt80lgar01x0nn01zwco7ljl", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "Ubuntu", "modele": "Qwen3.8-27B-MTP-GGUF", "modele_hf": "Jackrong/Qwen3.8-27B-MTP-GGUF", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "llama-bench", "quantification": "Q8_0", "debit_sortie_tokens_s": 29.71, "ttft_ms": 647, "contexte_tokens": 768, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 200, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt80muwt01x5nn01yx4npfej", "source": "LocalMaxxing, API publique 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publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtkzg4fa003moe01iy3ftjiw", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 16, "processeur": "Dual Intel Xeon E5-2630 v3 (2x8c/16t, 2.40GHz)", "systeme": "Linux", "modele": "Gemma-4-31B-IT-NVFP4", "modele_hf": "nvidia/Gemma-4-31B-IT-NVFP4", "parametres_milliards": 33, "famille_modele": "Gemma", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "NVFP4", "debit_sortie_tokens_s": 28.28, "ttft_ms": 33855.5, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 58.67, "puissance_materiel_w": 224, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtkzg4fd003ooe01hvcmj8j5", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt80lgar01x0nn01zwco7ljl", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "Ubuntu", "modele": "Qwen3.8-27B-GGUF", "modele_hf": "unsloth/Qwen3.8-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "llama-bench", "quantification": "UD-Q8_K_XL", "debit_sortie_tokens_s": 28.18, "ttft_ms": 670.3, "contexte_tokens": 768, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 200, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt80lgav01x2nn017enb2nvp", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtkzgb8b0042oe014yncjyir", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 16, "processeur": "Dual Intel Xeon E5-2630 v3 (2x8c/16t, 2.40GHz)", "systeme": "Linux", "modele": "Hy3-GGUF", "modele_hf": "AngelSlim/Hy3-GGUF", "parametres_milliards": 299, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "0.28.0", "quantification": "Q2_K_XL", "debit_sortie_tokens_s": 27.64, "ttft_ms": null, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 115.9, "puissance_materiel_w": 341, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtkzgb8f0044oe0195tmlchs", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7yrza801v3nn01v8v6m4ec", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.8-27B-MTP-GGUF", "modele_hf": "Jackrong/Qwen3.8-27B-MTP-GGUF", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "llama-bench", "quantification": "Q8_0", "debit_sortie_tokens_s": 26.52, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 150, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt7yyuwv01venn01ym98e433", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtkzfzg60036oe01x9gvg0on", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 16, "processeur": "Dual Intel Xeon E5-2630 v3 (2x8c/16t, 2.40GHz)", "systeme": "Linux", "modele": "Baichuan-M3-235B-GGUF", "modele_hf": "mradermacher/Baichuan-M3-235B-GGUF", "parametres_milliards": 235, "famille_modele": "Baichuan", "moteur": "llama.cpp", "moteur_version": "0.28.0", "quantification": "Q3_K_M", "debit_sortie_tokens_s": 26.09, "ttft_ms": null, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 117.98, "puissance_materiel_w": 350, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtkzfzgc0038oe01nit7mtew", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt80in9v01wrnn01mowmhnr4", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "Ubuntu", "modele": "Qwen3.8-27B-MTP-GGUF", "modele_hf": "Jackrong/Qwen3.8-27B-MTP-GGUF", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "llama-bench", "quantification": "Q8_0", "debit_sortie_tokens_s": 25.97, "ttft_ms": 709.4, "contexte_tokens": 768, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 150, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt80k1u901wwnn01d3v8th1r", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7yrza801v3nn01v8v6m4ec", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "granite-4.2-30b-GGUF", "modele_hf": "ibm-granite/granite-4.2-30b-GGUF", "parametres_milliards": 29, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": "0.3.0-dev+b10705", "quantification": "Q8_0", "debit_sortie_tokens_s": 25.82, "ttft_ms": 1744, "contexte_tokens": 1283, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 150, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtokp3wz0053n70132t4nxfo", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtkzgn0u005uoe019lbk54k0", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 16, "processeur": "Dual Intel Xeon E5-2630 v3 (2x8c/16t, 2.40GHz)", "systeme": "Linux", "modele": "Llama-3.3-70B-Instruct-NVFP4", "modele_hf": "nvidia/Llama-3.3-70B-Instruct-NVFP4", "parametres_milliards": 71, "famille_modele": "Llama", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "NVFP4", "debit_sortie_tokens_s": 25.18, "ttft_ms": 784.2, "contexte_tokens": 512, "taille_lot": 1, "vram_pointe_go": 57.03, "puissance_materiel_w": 247, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtkzgn0w005woe016ywkh86h", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7y3mly01uynn01zyy09s04", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.8-27B", "modele_hf": "Qwen/Qwen3.8-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.27.1", "quantification": "BF16", "debit_sortie_tokens_s": 24.95, "ttft_ms": 391, "contexte_tokens": 1286, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 300, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-02", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtknyjqm03tnp701zk4ucoy5", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt80in9v01wrnn01mowmhnr4", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "Ubuntu", "modele": "Qwen3.8-27B-GGUF", "modele_hf": "unsloth/Qwen3.8-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "llama-bench", "quantification": "UD-Q8_K_XL", "debit_sortie_tokens_s": 24.7, "ttft_ms": 855, "contexte_tokens": 768, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 150, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt80in9z01wtnn01y6tsxb1g", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7y3mly01uynn01zyy09s04", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.8-27B-GGUF", "modele_hf": "unsloth/Qwen3.8-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "0.3.0-dev+b10705", "quantification": "BF16", "debit_sortie_tokens_s": 24.37, "ttft_ms": 1459, "contexte_tokens": 1247, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 300, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtl4wvw100croe0151addbd1", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmyieyf0000l4014xexx4lc", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.8-27B-GGUF", "modele_hf": "unsloth/Qwen3.8-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "0.3.0-dev+b10705", "quantification": "BF16", "debit_sortie_tokens_s": 24.24, "ttft_ms": 1490, "contexte_tokens": 1247, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 250, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-04", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtnjrbke00fcmm011ippvvs8", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtkzgnq3005yoe01wp3c03uz", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 16, "processeur": "Dual Intel Xeon E5-2630 v3 (2x8c/16t, 2.40GHz)", "systeme": "Linux", "modele": "Llama-3.3-70B-Instruct-NVFP4", "modele_hf": "nvidia/Llama-3.3-70B-Instruct-NVFP4", "parametres_milliards": 71, "famille_modele": "Llama", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "NVFP4", "debit_sortie_tokens_s": 24.24, "ttft_ms": 2581.3, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 57.41, "puissance_materiel_w": 249, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtkzgnq70060oe01elojcxz8", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt80fu8n01whnn01z4uqarg8", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "Ubuntu", "modele": "granite-4.2-30b-GGUF", "modele_hf": "ibm-granite/granite-4.2-30b-GGUF", "parametres_milliards": 29, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": "b10688", "quantification": "Q8_0", "debit_sortie_tokens_s": 23.77, "ttft_ms": 1764, "contexte_tokens": 1285, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 300, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-31", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtgqssx20010p401slmymbt4", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtkzg1l3003boe01gx90yo5v", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 16, "processeur": "Dual Intel Xeon E5-2630 v3 (2x8c/16t, 2.40GHz)", "systeme": "Linux", "modele": "Llama-3.3-70B-Instruct-NVFP4", "modele_hf": "nvidia/Llama-3.3-70B-Instruct-NVFP4", "parametres_milliards": 71, "famille_modele": "Llama", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "NVFP4", "debit_sortie_tokens_s": 23.14, "ttft_ms": 10828.3, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 57.41, "puissance_materiel_w": 250, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtkzgo540063oe01fjzpg0xe", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7z5qgx01vgnn01608jf36m", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.8-27B-GGUF", "modele_hf": "unsloth/Qwen3.8-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "0.3.0-dev+b10705", "quantification": "BF16", "debit_sortie_tokens_s": 22.96, "ttft_ms": 1526, "contexte_tokens": 1248, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 200, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtoa3vxy005vnz01744kyzbj", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7yrza801v3nn01v8v6m4ec", "grappe_nom": "CMP 170HX", "classe_materiel": "Discrete GPU", "support": "CMP 170HX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 5 7600X 6-Core Processor", "systeme": "linux", "modele": "Qwen3.8-27B-GGUF", "modele_hf": "unsloth/Qwen3.8-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "0.3.0-dev+b10705", "quantification": "BF16", "debit_sortie_tokens_s": 18.82, "ttft_ms": 1600, "contexte_tokens": 1246, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 150, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtoxdpv601a8n701966acfkh", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqeitzks0177mp019j4aevo7", "grappe_nom": "GTX 1060", "classe_materiel": "Discrete GPU", "support": "GTX 1060", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 3, "memoire_unifiee_go": null, "ram_go": 32, "processeur": "Intel Xeon E5-2673 v3", "systeme": "Windows 11", "modele": "granite-4.0-h-micro", "modele_hf": "ibm-granite/granite-4.0-h-micro", "parametres_milliards": 3, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "b9553", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 68.6, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 2.51, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-15", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqeiwjlc017imp01vmcr306z", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqeitzks0177mp019j4aevo7", "grappe_nom": "GTX 1060", "classe_materiel": "Discrete GPU", "support": "GTX 1060", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 3, "memoire_unifiee_go": null, "ram_go": 32, "processeur": "Intel Xeon E5-2673 v3", "systeme": "Windows 11", "modele": "gemma-4-E2B-it", "modele_hf": "google/gemma-4-E2B-it", "parametres_milliards": 5, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "b9626-4988f6e86", "quantification": "Q4_K_S", "debit_sortie_tokens_s": 48.18, "ttft_ms": 8399.1, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-15", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqfktwk900b5mt019mtarh5q", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqeitzks0177mp019j4aevo7", "grappe_nom": "GTX 1060", "classe_materiel": "Discrete GPU", "support": "GTX 1060", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 3, "memoire_unifiee_go": null, "ram_go": 32, "processeur": "Intel Xeon E5-2673 v3", "systeme": "Windows 11", "modele": "RWKV7-Goose-World3-2.9B-HF", "modele_hf": "RWKV/RWKV7-Goose-World3-2.9B-HF", "parametres_milliards": 3, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "b9553-9e3b928fd", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 31.55, "ttft_ms": 2900.3, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-15", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqfnqksy00egmt01i7361eeu", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqeiu037017bmp01gwi5xydc", "grappe_nom": "GTX 1060", "classe_materiel": "Discrete GPU", "support": "GTX 1060", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 6, "memoire_unifiee_go": null, "ram_go": 32, "processeur": "Intel Xeon E5-2673 v3", "systeme": "Windows 11", "modele": "gemma-4-E4B-it-OBLITERATED", "modele_hf": "OBLITERATUS/gemma-4-E4B-it-OBLITERATED", "parametres_milliards": 8, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "b9553", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 27.2, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 4.61, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-15", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqeiwjsy017nmp018makkboq", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqeitzks0177mp019j4aevo7", "grappe_nom": "GTX 1060", "classe_materiel": "Discrete GPU", "support": "GTX 1060", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 3, "memoire_unifiee_go": null, "ram_go": 32, "processeur": "Intel Xeon E5-2673 v3", "systeme": "Windows 11", "modele": "gemma-4-E4B-it", "modele_hf": "google/gemma-4-E4B-it", "parametres_milliards": 8, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "b9626-4988f6e86", "quantification": "Q4_K_M", 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18.3, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 1.15, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-15", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqeiwk0a017qmp01n4q8i907", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqeitzks0177mp019j4aevo7", "grappe_nom": "GTX 1060", "classe_materiel": "Discrete GPU", "support": "GTX 1060", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 3, "memoire_unifiee_go": null, "ram_go": 32, "processeur": "Intel Xeon E5-2673 v3", "systeme": "Windows 11", "modele": "LFM2-8B-A1B", "modele_hf": "LiquidAI/LFM2-8B-A1B", "parametres_milliards": 8, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "b9626-4988f6e86", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 9.88, "ttft_ms": 18068.4, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-15", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqfkm91z00apmt019l2gm5uw", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqeitzks0177mp019j4aevo7", "grappe_nom": "GTX 1060", "classe_materiel": "Discrete GPU", "support": "GTX 1060", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 3, "memoire_unifiee_go": null, "ram_go": 32, "processeur": "Intel Xeon E5-2673 v3", "systeme": "Windows 11", "modele": "LFM2.5-8B-A1B", "modele_hf": "LiquidAI/LFM2.5-8B-A1B", "parametres_milliards": 8, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "b9626-4988f6e86", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 8.52, "ttft_ms": 33535.2, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-15", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqfkodl500aumt019ma3moyd", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqeitzks0177mp019j4aevo7", "grappe_nom": "GTX 1060", "classe_materiel": "Discrete GPU", "support": "GTX 1060", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 3, "memoire_unifiee_go": null, "ram_go": 32, "processeur": "Intel Xeon E5-2673 v3", "systeme": "Windows 11", "modele": "MiniCPM3-4B", "modele_hf": "openbmb/MiniCPM3-4B", "parametres_milliards": 4, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "b9626-4988f6e86", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 6.13, "ttft_ms": 50842.9, 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"executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmogr9hu10001l504tvvbkq7p", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoff84mh000al704oi46iasu", "grappe_nom": "GTX 1080 Ti", "classe_materiel": "Discrete GPU", "support": "GTX 1080 Ti", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 11, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "Llama-3.1-8B-Instruct", "modele_hf": "meta-llama/Llama-3.1-8B-Instruct", "parametres_milliards": 8, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": "9789512", "quantification": "unknown", "debit_sortie_tokens_s": 36.3, "ttft_ms": null, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 10.8, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmogpb9u10002ky04v2h59u8z", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoff84mh000al704oi46iasu", "grappe_nom": "GTX 1080 Ti", "classe_materiel": "Discrete GPU", "support": "GTX 1080 Ti", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 11, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.5-9B", "modele_hf": "Qwen/Qwen3.5-9B", "parametres_milliards": 10, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b5012", "quantification": "Q5_K_M", "debit_sortie_tokens_s": 34.3, "ttft_ms": null, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 9, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": 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"https://localmaxxing.com/fr/runs/cmogkpxej0001jm041vo9tkla", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoff84mh000al704oi46iasu", "grappe_nom": "GTX 1080 Ti", "classe_materiel": "Discrete GPU", "support": "GTX 1080 Ti", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 11, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-35B-A3B", "modele_hf": "Qwen/Qwen3.6-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "9789512", "quantification": "Q2_K", "debit_sortie_tokens_s": 21.6, "ttft_ms": null, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 10.7, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": 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"https://localmaxxing.com/fr/runs/cmogm7h0g0001jy04acafiofe", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoff84mh000al704oi46iasu", "grappe_nom": "GTX 1080 Ti", "classe_materiel": "Discrete GPU", "support": "GTX 1080 Ti", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 11, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.5-122B-A10B", "modele_hf": "Qwen/Qwen3.5-122B-A10B", "parametres_milliards": 125, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "9789512", "quantification": "IQ3_S", "debit_sortie_tokens_s": 3.2, "ttft_ms": null, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 10.3, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": 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44.55, "ttft_ms": 531.7, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqz9tmkr02cuoe01nc8qafxh", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqz76h1j026ooe01s95i6otq", "grappe_nom": "Intel Arc Pro B60", "classe_materiel": "Discrete GPU", "support": "Intel Arc Pro B60", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": 91, "processeur": "AMD Ryzen 7 9800X3D 8-Core Processor", "systeme": "Ubuntu 26.04", "modele": "Qwen3.6-35B-A3B", "modele_hf": "Qwen/Qwen3.6-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "APEX-MTP-I-Mini", 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"famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.20.2rc1.dev13+g9557d9108.d20260620 local XPU patch stack", "quantification": "INT4 AutoRound W4A16 + INT8 head + INT4 draft", "debit_sortie_tokens_s": 68.24, "ttft_ms": 479.1, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 230, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-07-06", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr9atqb800msqr01u760xh0t", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmstyaene046ums01s7eosb1v", "grappe_nom": "Intel Arc Pro B70", "classe_materiel": "Discrete GPU", "support": "Intel Arc Pro B70", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 32, "memoire_unifiee_go": null, "ram_go": null, "processeur": "Intel i7-13700K", "systeme": "Ubuntu 26.04 LTS", "modele": "Qwen3.8-27B-INT4-W4A16-AutoRound", "modele_hf": "goldhub/Qwen3.8-27B-INT4-W4A16-AutoRound", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "v0.27.2rc1.dev78+g8e6d8e4f6", "quantification": "INT4_W4A16", "debit_sortie_tokens_s": 67.73, "ttft_ms": 133.3, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 29, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-15", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmstyaenj046xms01azvmwlpo", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmswd9mgk08ngms01uq3gqpl3", "grappe_nom": "Intel Arc Pro B70", "classe_materiel": "Discrete GPU", "support": "Intel Arc Pro B70", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 32, "memoire_unifiee_go": null, "ram_go": 64, 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"executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrnbufer003ilg0182dgqwqk", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtgxqc6t002gp401uzow8f78", "grappe_nom": "Intel Arc Pro B70", "classe_materiel": "Discrete GPU", "support": "Intel Arc Pro B70", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 32, "processeur": "Intel Core i5-12600K", "systeme": "CachyOS (Linux 7.1.3)", "modele": "Qwen3.8-Flash-Next", "modele_hf": "Qwen/Qwen3.8-Flash-Next", "parametres_milliards": 180, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "master 9723942 + local /v1/hidden_states patch", "quantification": "Q4_K", "debit_sortie_tokens_s": 24.5, "ttft_ms": 2810, "contexte_tokens": 49152, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", 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null, "puissance_materiel_w": 230, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-22", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrwffn9d00abnz01foe4kr0t", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq3jm75a000rlj01hpluw1ep", "grappe_nom": "Intel Arc Pro B70", "classe_materiel": "Discrete GPU", "support": "Intel Arc Pro B70", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 4, "vram_go": 128, "memoire_unifiee_go": null, "ram_go": 128, "processeur": "AMD Ryzen Threadripper PRO 5955WX 16-Cores", "systeme": "Ubuntu 24.04.4 LTS", "modele": "Step-3.7-Flash-GGUF", "modele_hf": "stepfun-ai/Step-3.7-Flash-GGUF", "parametres_milliards": null, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": null, "quantification": "UD-IQ4_XS", "debit_sortie_tokens_s": 20.8, "ttft_ms": null, 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"support": "NVIDIA GeForce RTX 3090", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": 96, "processeur": "Ryzen ", "systeme": "windows", "modele": "Qwen3.6-35B-A3B", "modele_hf": "Qwen/Qwen3.6-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.19.2rc1.dev205+g07351e088", "quantification": "INT4", "debit_sortie_tokens_s": 140.06, "ttft_ms": 122, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 21.05, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-04-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmogixabp0004kw0453ux7bjd", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmo58ygo80004ib04kj3r480w", "grappe_nom": "NVIDIA GeForce RTX 3090", "classe_materiel": 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"cmo5far3l0004jp04sxjhel7q", "grappe_nom": "NVIDIA GeForce RTX 5090", "classe_materiel": "Discrete GPU", "support": "NVIDIA GeForce RTX 5090", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 32, "memoire_unifiee_go": null, "ram_go": 96, "processeur": "Ryzen", "systeme": "", "modele": "Qwen3.6-35B-A3B-NVFP4-FP8", "modele_hf": "Infatoshi/Qwen3.6-35B-A3B-NVFP4-FP8", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.20.2rc1.dev189+gfb1ac806c", "quantification": "NVFP4", "debit_sortie_tokens_s": 203.58, "ttft_ms": 358.0, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": 30.33, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-05-11", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmp123ars00y0lo01mj82rijd", "source": "LocalMaxxing, API publique 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"LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmo5far3l0004jp04sxjhel7q", "grappe_nom": "NVIDIA GeForce RTX 5090", "classe_materiel": "Discrete GPU", "support": "NVIDIA GeForce RTX 5090", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 32, "memoire_unifiee_go": null, "ram_go": 96, "processeur": "Ryzen", "systeme": "", "modele": "Qwen3.6-35B-A3B", "modele_hf": "Qwen/Qwen3.6-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "ollama", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 175.8, "ttft_ms": 0.5, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 26.1, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmohodksg000ejp04g9tofth9", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmp0j9bwu00p2lo012a5l8saa", "grappe_nom": "NVIDIA GeForce RTX 5090", "classe_materiel": "Discrete GPU", "support": "NVIDIA GeForce RTX 5090", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 64, "memoire_unifiee_go": null, "ram_go": 128, "processeur": "AMD Ryzen 9 7900", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-27B-FP8", "modele_hf": "Qwen/Qwen3.6-27B-FP8", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "21943d4c258983c4b8eb56d50029aca4f18e4629", "quantification": "auto", "debit_sortie_tokens_s": 137.6, "ttft_ms": 622.8, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "oui", "date_mesure": "2026-05-11", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": 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0, "url_mesure": "https://localmaxxing.com/fr/runs/cmokhzrb40005ld0493vy3ltd", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmokgqlm1000hl504mq0ilskp", "grappe_nom": "NVIDIA H200 NVL", "classe_materiel": "Discrete GPU", "support": "NVIDIA H200 NVL", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 242, "memoire_unifiee_go": null, "ram_go": 3072, "processeur": "AMD EPYC 9157F", "systeme": "Ubuntu 24.04", "modele": "MiniMax-M2.7", "modele_hf": "MiniMaxAI/MiniMax-M2.7", "parametres_milliards": 229, "famille_modele": "Minimax", "moteur": "vllm", "moteur_version": "0.20.1rc1.dev73+g6f20f81cb", "quantification": "FP8", "debit_sortie_tokens_s": 338.89, "ttft_ms": 570, "contexte_tokens": 200000, "taille_lot": 10, "vram_pointe_go": 278, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmokh77p30001ju04nkvye3sd", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmokgqlm1000hl504mq0ilskp", "grappe_nom": "NVIDIA H200 NVL", "classe_materiel": "Discrete GPU", "support": "NVIDIA H200 NVL", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 242, "memoire_unifiee_go": null, "ram_go": 3072, "processeur": "AMD EPYC 9157F", "systeme": "Ubuntu 24.04", "modele": "MiniMax-M2.5", "modele_hf": "MiniMaxAI/MiniMax-M2.5", "parametres_milliards": 229, "famille_modele": "Minimax", "moteur": "vllm", "moteur_version": "0.20.1rc1.dev73+g6f20f81cb", "quantification": "FP8", "debit_sortie_tokens_s": 333.93, "ttft_ms": 375, "contexte_tokens": 200000, "taille_lot": 10, "vram_pointe_go": 278, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmokgqlo0000ll504nndlpsel", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmokg0w7i0004l504qdlf0boh", "grappe_nom": "NVIDIA H200 NVL", "classe_materiel": "Discrete GPU", "support": "NVIDIA H200 NVL", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 282, "memoire_unifiee_go": null, "ram_go": 3072, "processeur": "AMD EPYC 9157F", "systeme": "Ubuntu 24.04", "modele": "MiniMax-M2.1", "modele_hf": "MiniMaxAI/MiniMax-M2.1", "parametres_milliards": 229, "famille_modele": "Minimax", "moteur": "vllm", "moteur_version": "0.20.1rc1.dev73+g6f20f81cb", "quantification": "FP8", "debit_sortie_tokens_s": 332.9, "ttft_ms": 642, "contexte_tokens": 200000, "taille_lot": 10, "vram_pointe_go": 278, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": 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"date_mesure": "2026-04-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmokg0wad0007l5040k9hch2p", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoerjzn90005l404z0xlexfj", "grappe_nom": "NVIDIA H200 NVL", "classe_materiel": "Discrete GPU", "support": "NVIDIA H200 NVL", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 141, "memoire_unifiee_go": null, "ram_go": null, "processeur": "AMD EPYC 9175F", "systeme": "Ubuntu 24.04", "modele": "NVIDIA-Nemotron-3-Super-120B-A12B-NVFP4", "modele_hf": "nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-NVFP4", "parametres_milliards": 67, "famille_modele": "Opt", "moteur": "vLLM", "moteur_version": "0.18.1", "quantification": "NVFP4", "debit_sortie_tokens_s": 261.57, "ttft_ms": 1091, "contexte_tokens": 256000, "taille_lot": 10, "vram_pointe_go": 129.7, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoerk01e0008l4045wzrvvyu", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoil4f2i000bjp04k84g9chx", "grappe_nom": "NVIDIA H200 SXM", "classe_materiel": "Discrete GPU", "support": "NVIDIA H200 SXM", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 4, "vram_go": 564, "memoire_unifiee_go": null, "ram_go": 564, "processeur": "AMD EPYC 9555", "systeme": "Ubuntu 24.04", "modele": "Qwen3.5-122B-A10B-FP8", "modele_hf": "Qwen/Qwen3.5-122B-A10B-FP8", "parametres_milliards": 125, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.20.1rc1.dev30+gf05f3664c", "quantification": "FP8", "debit_sortie_tokens_s": 878.38, "ttft_ms": 491, "contexte_tokens": 262144, "taille_lot": 10, "vram_pointe_go": 535.8, "puissance_materiel_w": null, 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"puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmojz7fb9000ljo04ia5qjriu", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoil4f2i000bjp04k84g9chx", "grappe_nom": "NVIDIA H200 SXM", "classe_materiel": "Discrete GPU", "support": "NVIDIA H200 SXM", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 4, "vram_go": 564, "memoire_unifiee_go": null, "ram_go": 564, "processeur": "AMD EPYC 9555", "systeme": "Ubuntu 24.04", "modele": "MiniMax-M2.1", "modele_hf": "MiniMaxAI/MiniMax-M2.1", "parametres_milliards": 229, "famille_modele": "Minimax", "moteur": "vllm", "moteur_version": "0.20.1rc1.dev30+gf05f3664c", "quantification": "FP8", "debit_sortie_tokens_s": 499.2, "ttft_ms": 417, "contexte_tokens": 200000, "taille_lot": 7, "vram_pointe_go": 535.8, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmojyvep9000ejo0413hg8qg3", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoil4f2i000bjp04k84g9chx", "grappe_nom": "NVIDIA H200 SXM", "classe_materiel": "Discrete GPU", "support": "NVIDIA H200 SXM", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 4, "vram_go": 564, "memoire_unifiee_go": null, "ram_go": 564, "processeur": "AMD EPYC 9555", "systeme": "Ubuntu 24.04", "modele": "MiniMax-M2.7", "modele_hf": "MiniMaxAI/MiniMax-M2.7", "parametres_milliards": 229, "famille_modele": "Minimax", "moteur": "vllm", "moteur_version": "0.20.1rc1.dev30+gf05f3664c", "quantification": "FP8", "debit_sortie_tokens_s": 495.88, "ttft_ms": 349, "contexte_tokens": 200000, "taille_lot": 10, "vram_pointe_go": 535.8, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmojzdzz3000jkw049rbli91e", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoil4f2i000bjp04k84g9chx", "grappe_nom": "NVIDIA H200 SXM", "classe_materiel": "Discrete GPU", "support": "NVIDIA H200 SXM", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 4, "vram_go": 564, "memoire_unifiee_go": null, "ram_go": 564, "processeur": "AMD EPYC 9555", "systeme": "Ubuntu 24.04", "modele": "MiniMax-M2", "modele_hf": "MiniMaxAI/MiniMax-M2", "parametres_milliards": 229, "famille_modele": "Minimax", "moteur": "vllm", "moteur_version": "0.20.1rc1.dev30+gf05f3664c", "quantification": "FP8", "debit_sortie_tokens_s": 492.6, "ttft_ms": 390, "contexte_tokens": 200000, "taille_lot": 10, "vram_pointe_go": 535.8, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmojy2n700004ju04dvkn02xg", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoil4f2i000bjp04k84g9chx", "grappe_nom": "NVIDIA H200 SXM", "classe_materiel": "Discrete GPU", "support": "NVIDIA H200 SXM", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 4, "vram_go": 564, "memoire_unifiee_go": null, "ram_go": 564, "processeur": "AMD EPYC 9555", "systeme": "Ubuntu 24.04", "modele": "GLM-5-NVFP4", "modele_hf": "nvidia/GLM-5-NVFP4", "parametres_milliards": null, "famille_modele": "Opt", "moteur": "vllm", "moteur_version": "0.20.1rc1.dev23+gde3da0b97", "quantification": "NVFP4", "debit_sortie_tokens_s": 217.23, "ttft_ms": 1803, "contexte_tokens": 202752, "taille_lot": 10, "vram_pointe_go": 552, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoj0xeym0010ie044g56cmc5", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoil4f2i000bjp04k84g9chx", "grappe_nom": "NVIDIA H200 SXM", "classe_materiel": "Discrete GPU", "support": "NVIDIA H200 SXM", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 4, "vram_go": 564, "memoire_unifiee_go": null, "ram_go": 564, "processeur": "AMD EPYC 9555", "systeme": "Ubuntu 24.04", "modele": "GLM-5.1-NVFP4-MTP", "modele_hf": "lukealonso/GLM-5.1-NVFP4-MTP", "parametres_milliards": 433, "famille_modele": "Opt", "moteur": "vllm", "moteur_version": "0.20.1rc1.dev30+gf05f3664c", "quantification": "NVFP4", "debit_sortie_tokens_s": 197.03, "ttft_ms": 2637, "contexte_tokens": 202752, "taille_lot": 10, "vram_pointe_go": 535.8, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmojxoldv0002l504kx4x01ej", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmp53x807001xo301l2yxb621", "grappe_nom": "NVIDIA RTX A5000", "classe_materiel": "Discrete GPU", "support": "NVIDIA RTX A5000", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": 62.55, "processeur": "12th Gen Intel(R) Core(TM) i9-12900K", "systeme": "Linux-6.19.14-300.fc44.x86_64-x86_64-with-glibc2.43", "modele": "gemma-3-1b-it-GGUF", "modele_hf": "ggml-org/gemma-3-1b-it-GGUF", "parametres_milliards": 1, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "320a6a44a", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 325.19, "ttft_ms": null, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 1.534, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-14", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmp54e23i003jo301urnzxs61", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmp53x807001xo301l2yxb621", "grappe_nom": "NVIDIA RTX A5000", "classe_materiel": "Discrete GPU", "support": "NVIDIA RTX A5000", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": 62.55, "processeur": "12th Gen Intel(R) Core(TM) i9-12900K", "systeme": "Linux-6.19.14-300.fc44.x86_64-x86_64-with-glibc2.43", "modele": "Qwen2.5-1.5B-Instruct-GGUF", "modele_hf": "Qwen/Qwen2.5-1.5B-Instruct-GGUF", "parametres_milliards": 2, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "320a6a44a", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 320.55, "ttft_ms": null, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 1.567, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-14", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmp54a0p10039o301inqkqaa7", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmp53x807001xo301l2yxb621", "grappe_nom": "NVIDIA RTX A5000", "classe_materiel": "Discrete GPU", "support": "NVIDIA RTX A5000", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": 62.55, "processeur": "12th Gen Intel(R) Core(TM) i9-12900K", "systeme": "Linux-6.19.14-300.fc44.x86_64-x86_64-with-glibc2.43", "modele": "gemma-3-1b-it-GGUF", "modele_hf": "ggml-org/gemma-3-1b-it-GGUF", "parametres_milliards": 1, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "320a6a44a", "quantification": "Q8_0", "debit_sortie_tokens_s": 281.9, "ttft_ms": null, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 1.778, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-14", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmp54fejg003mo301r2zpuyam", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmp53x807001xo301l2yxb621", "grappe_nom": "NVIDIA RTX A5000", "classe_materiel": "Discrete GPU", "support": "NVIDIA RTX A5000", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": 62.55, "processeur": "12th Gen Intel(R) Core(TM) i9-12900K", "systeme": "Linux-6.19.14-300.fc44.x86_64-x86_64-with-glibc2.43", "modele": "Qwen2.5-1.5B-Instruct-GGUF", "modele_hf": "Qwen/Qwen2.5-1.5B-Instruct-GGUF", "parametres_milliards": 2, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "320a6a44a", "quantification": "Q8_0", "debit_sortie_tokens_s": 267.99, "ttft_ms": null, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 2.183, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-14", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmp54bd4h003do301idc0252y", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmp53x807001xo301l2yxb621", "grappe_nom": "NVIDIA RTX A5000", "classe_materiel": "Discrete GPU", "support": "NVIDIA RTX A5000", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": 62.55, "processeur": "12th Gen Intel(R) Core(TM) i9-12900K", "systeme": "Linux-6.19.14-300.fc44.x86_64-x86_64-with-glibc2.43", "modele": "Qwen_Qwen3.5-2B-GGUF", "modele_hf": "bartowski/Qwen_Qwen3.5-2B-GGUF", "parametres_milliards": 2, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "320a6a44a", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 254.4, "ttft_ms": null, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 2.036, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-14", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmp54cply003go3010534e7vo", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmp53x807001xo301l2yxb621", "grappe_nom": "NVIDIA RTX A5000", "classe_materiel": "Discrete GPU", "support": "NVIDIA RTX A5000", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": 62.55, "processeur": "12th Gen Intel(R) Core(TM) i9-12900K", "systeme": "Linux-6.19.14-300.fc44.x86_64-x86_64-with-glibc2.43", "modele": "gemma-4-E4B-it-GGUF", "modele_hf": "ggml-org/gemma-4-E4B-it-GGUF", "parametres_milliards": 4, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "320a6a44a", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 120.98, "ttft_ms": null, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 3.722, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-14", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmp54gr03003po301zr2e8u9o", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmp53x807001xo301l2yxb621", "grappe_nom": "NVIDIA RTX A5000", "classe_materiel": "Discrete GPU", "support": "NVIDIA RTX A5000", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": 62.55, "processeur": "12th Gen Intel(R) Core(TM) i9-12900K", "systeme": "Linux-6.19.14-300.fc44.x86_64-x86_64-with-glibc2.43", "modele": "gemma-4-E4B-it-GGUF", "modele_hf": "ggml-org/gemma-4-E4B-it-GGUF", "parametres_milliards": 4, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "320a6a44a", "quantification": "Q8_0", "debit_sortie_tokens_s": 95.31, "ttft_ms": null, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 5.597, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-14", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmp54i3hq003so301uxfnlqf6", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmp53x807001xo301l2yxb621", "grappe_nom": "NVIDIA RTX A5000", "classe_materiel": "Discrete GPU", "support": "NVIDIA RTX A5000", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": 62.55, "processeur": "12th Gen Intel(R) Core(TM) i9-12900K", "systeme": "Linux-6.19.14-300.fc44.x86_64-x86_64-with-glibc2.43", "modele": "Qwen3.6-27B-GGUF", "modele_hf": "unsloth/Qwen3.6-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "320a6a44a", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 32.25, "ttft_ms": null, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 16.149, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-14", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmp54jfz9003vo301ikhi2ysx", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmojmwcg10002lb046xf7c83s", "grappe_nom": "NVIDIA RTX A6000", "classe_materiel": "Discrete GPU", "support": "NVIDIA RTX A6000", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 96, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-27B-AWQ-BF16-INT4", "modele_hf": "cyankiwi/Qwen3.6-27B-AWQ-BF16-INT4", "parametres_milliards": 29, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.20.0", "quantification": "INT4", "debit_sortie_tokens_s": 133.19, "ttft_ms": 130.1, "contexte_tokens": 262144, "taille_lot": 8, "vram_pointe_go": 82, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": 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"executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmopmgspw0002jv041yjbb6sq", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoesiz7r0000l804pzpym34e", "grappe_nom": "NVIDIA RTX PRO 6000 Blackwell", "classe_materiel": "Discrete GPU", "support": "NVIDIA RTX PRO 6000 Blackwell", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 96, "memoire_unifiee_go": null, "ram_go": 1500, "processeur": "AMD EPYC 9555", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-35B-A3B-FP8", "modele_hf": "Qwen/Qwen3.6-35B-A3B-FP8", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.19.x-pr40898-cu130", "quantification": "FP8", "debit_sortie_tokens_s": 253.7, "ttft_ms": 229.2, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 38.4, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": 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"quantification": "BF16", "debit_sortie_tokens_s": 169.84, "ttft_ms": 2035.7, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 85.3818359375, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-08", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmowrmtn3009po201q0z5855w", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmolvz9g3000elb04261ft8vf", "grappe_nom": "NVIDIA RTX PRO 6000 Blackwell Workstation Edition", "classe_materiel": "Discrete GPU", "support": "NVIDIA RTX PRO 6000 Blackwell Workstation Edition", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 96, "memoire_unifiee_go": null, "ram_go": 96, "processeur": "Ryzen 9 9950x", "systeme": "Debian 12", "modele": "Qwen3.5-122B-A10B-REAP-20", "modele_hf": "0xSero/Qwen3.5-122B-A10B-REAP-20", 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"vram_go": 96, "memoire_unifiee_go": null, "ram_go": 96, "processeur": "Ryzen 9 9950x", "systeme": "Debian 12", "modele": "Qwen3.5-122B-A10B-Uncensored-HauhauCS-Aggressive", "modele_hf": "HauhauCS/Qwen3.5-122B-A10B-Uncensored-HauhauCS-Aggressive", "parametres_milliards": 122, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "unknown", "quantification": "Q4_K_P", "debit_sortie_tokens_s": 94.6, "ttft_ms": 12765.0, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 74.7724609375, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-08", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmows9org00b7o201bx92fk1a", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmolvz9g3000elb04261ft8vf", "grappe_nom": "NVIDIA RTX PRO 6000 Blackwell Workstation Edition", "classe_materiel": "Discrete 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1.8857421875, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-24", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrz39cnl063so4016tt0flhl", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmp4kxrp4000sql01toiwdzi7", "grappe_nom": "RTX 3060", "classe_materiel": "Discrete GPU", "support": "RTX 3060", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 12, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "LFM2-350M", "modele_hf": "LiquidAI/LFM2-350M", "parametres_milliards": 0.35, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "b9775 / 7529fdaaf", "quantification": "Q8_0", "debit_sortie_tokens_s": 574.52, "ttft_ms": 139.6, "contexte_tokens": 4608, "taille_lot": 1, "vram_pointe_go": 1.8857421875, "puissance_materiel_w": 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"https://localmaxxing.com/fr/runs/cmp4kxrql000uql01gysfsyku", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmp4kxrp4000sql01toiwdzi7", "grappe_nom": "RTX 3060", "classe_materiel": "Discrete GPU", "support": "RTX 3060", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 12, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3-30B-A3B", "modele_hf": "Qwen/Qwen3-30B-A3B", "parametres_milliards": 30, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 116, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 12, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-18", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": 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null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 125.4, "ttft_ms": 19.3, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-06", "executions_combinaison": 4, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr95iorn00ktqr01ek9tus8q", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqxwavr9003npk01xft96erq", "grappe_nom": "RX 570 4GB", "classe_materiel": "Discrete GPU", "support": "RX 570 4GB", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 4, "memoire_unifiee_go": null, "ram_go": 125, "processeur": "Intel Xeon E5-2673 v3", "systeme": "Linux", "modele": "LFM2.5-1.2B-Instruct", "modele_hf": "LiquidAI/LFM2.5-1.2B-Instruct", "parametres_milliards": 1, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": null, 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"Q4_K_M", "debit_sortie_tokens_s": 114.6, "ttft_ms": 79.1, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqxwihhd003vpk01ry0st063", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqxwavr9003npk01xft96erq", "grappe_nom": "RX 570 4GB", "classe_materiel": "Discrete GPU", "support": "RX 570 4GB", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 4, "memoire_unifiee_go": null, "ram_go": 125, "processeur": "Intel Xeon E5-2673 v3", "systeme": "Linux", "modele": "MiniCPM5-1B-GGUF", "modele_hf": "openbmb/MiniCPM5-1B-GGUF", "parametres_milliards": 1, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", 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"ttft_ms": 31168, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-12", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtyox3m20aowps01lwoklow2", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqxxbbnp004epk01gsz02sig", "grappe_nom": "RX 570 4GB", "classe_materiel": "Discrete GPU", "support": "RX 570 4GB", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 4, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "Intel Xeon E5-2699 v3", "systeme": "Linux", "modele": "Ornith-1.0-9B", "modele_hf": "ornith-ai/Ornith-1.0-9B", "parametres_milliards": 9, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 69.7, "ttft_ms": 126.2, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-05", "executions_combinaison": 11, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr81ggqi0044qr01nxn1vdeo", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtyk9fqm0anfps01zp3i61cp", "grappe_nom": "RX 570 4GB", "classe_materiel": "Discrete GPU", "support": "RX 570 4GB", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 4, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "MiniCPM5-2B", "modele_hf": "openbmb/MiniCPM5-2B", "parametres_milliards": 3, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 66.88, "ttft_ms": 17878, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-12", "executions_combinaison": 3, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtyqarqy0aq5ps01vj72pvgg", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtyk9fqm0anfps01zp3i61cp", "grappe_nom": "RX 570 4GB", "classe_materiel": "Discrete GPU", "support": "RX 570 4GB", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 4, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Mellum2-12B-A2.5B-Instruct", "modele_hf": "JetBrains/Mellum2-12B-A2.5B-Instruct", "parametres_milliards": 12, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 51.8, "ttft_ms": 44522, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-12", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtyoy26f0aozps01nz9kidz1", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqxxbbnp004epk01gsz02sig", "grappe_nom": "RX 570 4GB", "classe_materiel": "Discrete GPU", "support": "RX 570 4GB", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 4, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "Intel Xeon E5-2699 v3", "systeme": "Linux", "modele": "VibeThinker-3B", "modele_hf": "WeiboAI/VibeThinker-3B", "parametres_milliards": 3, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 51.1, "ttft_ms": 51.8, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-10", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrf7x48k007uqd01k0kohrsg", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqxwavr9003npk01xft96erq", "grappe_nom": "RX 570 4GB", "classe_materiel": "Discrete GPU", "support": "RX 570 4GB", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 4, "memoire_unifiee_go": null, "ram_go": 125, "processeur": "Intel Xeon E5-2673 v3", "systeme": "Linux", "modele": "Ornith-1.0-9B-GGUF", "modele_hf": "ornith-ai/Ornith-1.0-9B-GGUF", "parametres_milliards": 9, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 49.5, "ttft_ms": 279.4, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, 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"url_mesure": "https://localmaxxing.com/fr/runs/cmrmcmvoj1ls3mj01ljrdkwpz", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmrk3t0gw02z9mj017l702nsq", "grappe_nom": "RX 7700 XT", "classe_materiel": "Discrete GPU", "support": "RX 7700 XT", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 12, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "Ryzen 7 5800X3D", "systeme": "Windows 11", "modele": "Qwythos-9B-v2-GGUF", "modele_hf": "empero-ai/Qwythos-9B-v2-GGUF", "parametres_milliards": 9, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 50.2, "ttft_ms": 251.1, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-14", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrkv6elp05hbmj0177wfqg84", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmrk3t0gw02z9mj017l702nsq", "grappe_nom": "RX 7700 XT", "classe_materiel": "Discrete GPU", "support": "RX 7700 XT", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 12, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "Ryzen 7 5800X3D", "systeme": "Windows 11", "modele": "Bonsai-27B-gguf", "modele_hf": "prism-ml/Bonsai-27B-gguf", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": null, "quantification": "Q1_0", "debit_sortie_tokens_s": 44, "ttft_ms": 117.4, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-14", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": 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"https://localmaxxing.com/fr/runs/cmrzpll1v0017pa01kkdwgio4", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmrk3t0gw02z9mj017l702nsq", "grappe_nom": "RX 7700 XT", "classe_materiel": "Discrete GPU", "support": "RX 7700 XT", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 12, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "Ryzen 7 5800X3D", "systeme": "Windows 11", "modele": "Ornith-1.0-9B", "modele_hf": "ornith-ai/Ornith-1.0-9B", "parametres_milliards": 9, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": null, "quantification": "Q5_K_M", "debit_sortie_tokens_s": 30.6, "ttft_ms": 86.6, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-14", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrk3t0gz02zbmj010zlwsvd9", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmrk3t0gw02z9mj017l702nsq", "grappe_nom": "RX 7700 XT", "classe_materiel": "Discrete GPU", "support": "RX 7700 XT", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 12, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "Ryzen 7 5800X3D", "systeme": "Windows 11", "modele": "GLM-4.7-Flash", "modele_hf": "zai-org/GLM-4.7-Flash", "parametres_milliards": 31, "famille_modele": "", "moteur": "vllm", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 21.5, "ttft_ms": 102.1, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-16", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmro0ymyw022tlg01yjxgxf60", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmrk3t0gw02z9mj017l702nsq", "grappe_nom": "RX 7700 XT", "classe_materiel": "Discrete GPU", "support": "RX 7700 XT", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 12, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "Ryzen 7 5800X3D", "systeme": "Windows 11", "modele": "Grug-12B-GGUF", "modele_hf": "kai-os/Grug-12B-GGUF", "parametres_milliards": 12, "famille_modele": "Llama", "moteur": "vllm", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 15.5, "ttft_ms": 598.7, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-14", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrk3yalk0304mj01lnq39bh4", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmrk3t0gw02z9mj017l702nsq", "grappe_nom": "RX 7700 XT", "classe_materiel": "Discrete GPU", "support": "RX 7700 XT", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 12, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "Ryzen 7 5800X3D", "systeme": "Windows 11", "modele": "Laguna-XS-2.1-GGUF", "modele_hf": "bartowski/Laguna-XS-2.1-GGUF", "parametres_milliards": 33, "famille_modele": "", "moteur": "vllm", "moteur_version": null, "quantification": "Q4_K_S", "debit_sortie_tokens_s": 13.7, "ttft_ms": 255.8, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-23", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": 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"https://localmaxxing.com/fr/runs/cmt0nfmo00f1jms01zkdjkvc7", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmspzpe3j00f1mr01h7t6lfx0", "grappe_nom": "RX 7900 XT", "classe_materiel": "Discrete GPU", "support": "RX 7900 XT", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 20, "memoire_unifiee_go": null, "ram_go": 96, "processeur": "", "systeme": "Linux", "modele": "NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF", "modele_hf": "ggml-org/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF", "parametres_milliards": 32, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": null, "quantification": "NVFP4", "debit_sortie_tokens_s": 116, "ttft_ms": 32.7, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-12", "executions_combinaison": 3, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmspzy9rr00fdmr010jlg091r", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmspy1en000dlmr01oc3klmrg", "grappe_nom": "RX 7900 XT", "classe_materiel": "Discrete GPU", "support": "RX 7900 XT", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 20, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "Intel Core i7-14700F", "systeme": "Linux", "modele": "Qwen3.6-27B", "modele_hf": "Qwen/Qwen3.6-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": null, "quantification": "IQ4_XS", "debit_sortie_tokens_s": 60.6, "ttft_ms": 85.3, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-12", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmspy1en500dnmr011how0ykw", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofd104s000ijo04zchingaf", "grappe_nom": "RX 7900 XTX", "classe_materiel": "Discrete GPU", "support": "RX 7900 XTX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.5-9B", "modele_hf": "Qwen/Qwen3.5-9B", "parametres_milliards": 10, "famille_modele": "Qwen", "moteur": "hipfire", "moteur_version": "0.2.0+4840f0b6", "quantification": "MQ4", "debit_sortie_tokens_s": 576.85, "ttft_ms": 82.9, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 7.43, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-05-20", "executions_combinaison": 7, "executions_verifiees_combinaison": 0, "url_mesure": 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"https://localmaxxing.com/fr/runs/cmp8fozao00xqo401nzsa1w68", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofd104s000ijo04zchingaf", "grappe_nom": "RX 7900 XTX", "classe_materiel": "Discrete GPU", "support": "RX 7900 XTX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-27B", "modele_hf": "Qwen/Qwen3.6-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "hipfire", "moteur_version": "0.3.0+98d3567", "quantification": "MQ4", "debit_sortie_tokens_s": 252.13, "ttft_ms": 126.2, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 16.77, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-07-31", "executions_combinaison": 8, "executions_verifiees_combinaison": 0, "url_mesure": 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"url_mesure": "https://localmaxxing.com/fr/runs/cmsyqc7t20d69ms012ztd9e6h", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofd104s000ijo04zchingaf", "grappe_nom": "RX 7900 XTX", "classe_materiel": "Discrete GPU", "support": "RX 7900 XTX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.5-9B-MTP-GGUF", "modele_hf": "unsloth/Qwen3.5-9B-MTP-GGUF", "parametres_milliards": 9, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b9570", "quantification": "Q6_K", "debit_sortie_tokens_s": 159.6, "ttft_ms": null, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": 16.2, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-06-16", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": 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"url_mesure": "https://localmaxxing.com/fr/runs/cmu3bt4z306btlq01r6vu6jtl", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofd104s000ijo04zchingaf", "grappe_nom": "RX 7900 XTX", "classe_materiel": "Discrete GPU", "support": "RX 7900 XTX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-35B-A3B", "modele_hf": "Qwen/Qwen3.6-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "hipfire", "moteur_version": "0.1.8-alpha+f16eceb", "quantification": "MQ4", "debit_sortie_tokens_s": 135.3, "ttft_ms": 75.5, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 22.12890625, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": 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0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsyqmax40d6cms014cmz8gno", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmu39czo006aalq01ht5ls4it", "grappe_nom": "RX 7900 XTX", "classe_materiel": "Discrete GPU", "support": "RX 7900 XTX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 9 5950X", "systeme": "Arch Linux", "modele": "gemma-4-26B-A4B-it", "modele_hf": "google/gemma-4-26B-A4B-it", "parametres_milliards": 27, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "0.4.0-dev", "quantification": "Q8_0", "debit_sortie_tokens_s": 107.99, "ttft_ms": 295.0, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-09-15", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, 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"url_mesure": "https://localmaxxing.com/fr/runs/cmtyog00u0aocps01ucokx276", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofd104s000ijo04zchingaf", "grappe_nom": "RX 7900 XTX", "classe_materiel": "Discrete GPU", "support": "RX 7900 XTX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwopus3.6-27B-Coder-MTP-GGUF", "modele_hf": "Jackrong/Qwopus3.6-27B-Coder-MTP-GGUF", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 50.94, "ttft_ms": 1477.4, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 22.9, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "oui", "date_mesure": "2026-06-18", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqjwj0hs00rxnv01jiyom8x2", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofd104s000ijo04zchingaf", "grappe_nom": "RX 7900 XTX", "classe_materiel": "Discrete GPU", "support": "RX 7900 XTX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-27B-MTP-GGUF", "modele_hf": "unsloth/Qwen3.6-27B-MTP-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 50.24, "ttft_ms": 1481.7, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 23.2, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "oui", "date_mesure": "2026-06-18", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": 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"ttft_ms": 110.6, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 17.505859375, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-05-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmppftgt8003ipl016cm2gqpb", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt61ypmu0020lk01a5oghkuz", "grappe_nom": "Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 32, "memoire_unifiee_go": null, "ram_go": 128, "processeur": "AMD Ryzen AI Max+ 395", "systeme": "Ubuntu 26.04 LTS", "modele": "Qwen3.8-27B", "modele_hf": "Qwen/Qwen3.8-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "hipfire", "moteur_version": "00374bb7dfab0235a25f6ba61cf12c0d711f3703", "quantification": "INT4", "debit_sortie_tokens_s": 286.28, "ttft_ms": 115.1, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 22.459928576, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-08-23", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt62jgz20032lk01uo7i0p1d", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt0pjfxm0f4ums012yzjw3j4", "grappe_nom": "Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 32, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.8-27B", "modele_hf": "Qwen/Qwen3.8-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "hipfire", "moteur_version": "0.3.0+00374bb7d", 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"moteur_version": "0.3.0+e5453d169946", "quantification": "MQ4R", "debit_sortie_tokens_s": 280.4, "ttft_ms": 520, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-08-10", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsnp3tqo00pco001063sd089", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpm41ww0000jrt01ulpgqknr", "grappe_nom": "Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 32, "memoire_unifiee_go": null, "ram_go": 93.6, "processeur": "AMD Ryzen 9 9950X 16-Core Processor", "systeme": "Windows 11 Enterprise 10.0.26200", "modele": "Qwen3.6-27B", "modele_hf": "Qwen/Qwen3.6-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "hipfire", "moteur_version": "0.3.0+bcd1ef0", "quantification": "MQ4", "debit_sortie_tokens_s": 277.97, "ttft_ms": 103.1, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 16.63, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-07-31", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cms8cr7d700efpf01ghl7scrj", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmrf1p71i004cqd018vqaqlj4", "grappe_nom": "Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 3, "vram_go": 32, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 9 5950X", "systeme": "Arch Linux", "modele": "Qwen3.6-27B", "modele_hf": "Qwen/Qwen3.6-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b9947-14-gef8291cc2", "quantification": "Q4_0", "debit_sortie_tokens_s": 274.85, "ttft_ms": 6704.0, "contexte_tokens": 787, "taille_lot": 96, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-17", "executions_combinaison": 6, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmro8x2u3027plg01ileea7w8", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmppfddhy002vpl01z3d45uyt", "grappe_nom": "Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 34.2, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "Ubuntu Linux 7.0.0-15-generic on hiptrx", "modele": "Qwen3.6-35B-A3B", "modele_hf": "Qwen/Qwen3.6-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "hipfire", "moteur_version": "0.2.0+3730b58", "quantification": "MQ4-AWQ", "debit_sortie_tokens_s": 259.53, "ttft_ms": 77, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 27.8179, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-05-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmppmb47l0051pl01lyaup9mc", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmppfddhy002vpl01z3d45uyt", "grappe_nom": "Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 34.2, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "Ubuntu Linux 7.0.0-15-generic on hiptrx", "modele": "Qwen3.6-27B", "modele_hf": "Qwen/Qwen3.6-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "hipfire", "moteur_version": "0.2.0+3730b58", "quantification": "MQ4-AWQ", "debit_sortie_tokens_s": 254.83, "ttft_ms": 110.9, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 17.505859375, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-05-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmppfddi3002xpl01z00xj2yk", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmrf1p71i004cqd018vqaqlj4", "grappe_nom": "Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 3, "vram_go": 32, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 9 5950X", "systeme": "Arch Linux", 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"support": "Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 3, "vram_go": 32, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 9 5950X", "systeme": "Arch Linux", "modele": "Ornith-1.0-35B", "modele_hf": "ornith-ai/Ornith-1.0-35B", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b10107", "quantification": "Q8_0", "debit_sortie_tokens_s": 80.12, "ttft_ms": 341.2, "contexte_tokens": 787, "taille_lot": 1, "vram_pointe_go": 42.91, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-04", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsf8gj7100tkpp01lg91zxzd", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmrf1p71i004cqd018vqaqlj4", "grappe_nom": "Radeon AI Pro R9700", "classe_materiel": "Discrete 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"taille_lot": 1, "vram_pointe_go": 25.940479, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-09-08", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmts1om8f002tps01xkrsmrbi", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmteuohl50079n001ajp45hop", "grappe_nom": "Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 2, "vram_go": 32, "memoire_unifiee_go": null, "ram_go": 30, "processeur": "AMD Ryzen 9 7900X", "systeme": "Ubuntu 26.04 LTS", "modele": "Qwen3.8-27B", "modele_hf": "Qwen/Qwen3.8-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "5ea1b124e + stew675 01/10/02", "quantification": "Q8_K_XL", "debit_sortie_tokens_s": 43.59, "ttft_ms": null, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-08-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmteuq5il007gn0016ypz0hfp", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpm41ww0000jrt01ulpgqknr", "grappe_nom": "Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 32, "memoire_unifiee_go": null, "ram_go": 93.6, "processeur": "AMD Ryzen 9 9950X 16-Core Processor", "systeme": "Windows 11 Enterprise 10.0.26200", "modele": "Qwen3.6-27B-MTP-GGUF", "modele_hf": "unsloth/Qwen3.6-27B-MTP-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": 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"Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 32, "memoire_unifiee_go": null, "ram_go": 128, "processeur": "AMD Ryzen AI MAX+ 395", "systeme": "Ubuntu", "modele": "Qwen3.8-Flash-Next-GGUF", "modele_hf": "unsloth/Qwen3.8-Flash-Next-GGUF", "parametres_milliards": 180, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "035e227 + Qwen4Exp graph-reuse/QSA threshold patch 0249e47", "quantification": "IQ4_XS", "debit_sortie_tokens_s": 25.64, "ttft_ms": 4747.2, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 32.90656768, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtbqjvpj003bqq01595qg0db", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmss9pqix00oxms013tt5e1zn", 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"grappe_id": "cmqqaj93r0113qo01cfq3on1g", "grappe_nom": "Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 57, "memoire_unifiee_go": null, "ram_go": 57, "processeur": "AMD Ryzen AI 9 HX 370 (Strix Point)", "systeme": "Windows", "modele": "Qwen3.6-35B-A3B", "modele_hf": "Qwen/Qwen3.6-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q8_0", "debit_sortie_tokens_s": 24.47, "ttft_ms": 1258.3, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-23", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqqbng34013cqo01fd62c432", "source": "LocalMaxxing, API publique 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"executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmro9sn6o028blg01ievmilvi", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt1gfmv801c7mv019u9ixsto", "grappe_nom": "Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 32, "memoire_unifiee_go": null, "ram_go": 128, "processeur": "AMD Ryzen AI MAX+ 395", "systeme": "Ubuntu 26.04 LTS", "modele": "GLM-5.3-Flash-GGUF", "modele_hf": "unsloth/GLM-5.3-Flash-GGUF", "parametres_milliards": 321, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "2e0e57f10", "quantification": "UD-IQ1_M", "debit_sortie_tokens_s": 17.37, "ttft_ms": 732.1, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 92.177, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtcyu0d10002lm01fbbv52di", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt1gfmv801c7mv019u9ixsto", "grappe_nom": "Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 32, "memoire_unifiee_go": null, "ram_go": 128, "processeur": "AMD Ryzen AI MAX+ 395", "systeme": "Ubuntu 26.04 LTS", "modele": "GLM-5.3-Flash-GGUF", "modele_hf": "unsloth/GLM-5.3-Flash-GGUF", "parametres_milliards": 321, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "2e0e57f10", "quantification": "UD-Q2_K_XL", "debit_sortie_tokens_s": 16.61, "ttft_ms": 785.7, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 101.919, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtcu7175000arw01u33ofyw2", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmquaqdsj0235qr01mgvavi2z", "grappe_nom": "Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 3, "vram_go": 96, "memoire_unifiee_go": null, "ram_go": 64, "processeur": "AMD Ryzen 9 5950X", "systeme": "Arch Linux", "modele": "Qwen3.6-27B", "modele_hf": "Qwen/Qwen3.6-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b9626-2-g038121ab1", "quantification": "Q8_0", "debit_sortie_tokens_s": 16.44, "ttft_ms": 778.9, "contexte_tokens": 787, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": 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3.27, "ttft_ms": 8092.3, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-23", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqqbbwbj012pqo01027vs10c", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqqaj93r0113qo01cfq3on1g", "grappe_nom": "Radeon AI Pro R9700", "classe_materiel": "Discrete GPU", "support": "Radeon AI Pro R9700", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 57, "memoire_unifiee_go": null, "ram_go": 57, "processeur": "AMD Ryzen AI 9 HX 370 (Strix Point)", "systeme": "Windows", "modele": "Qwen3-32B", "modele_hf": "Qwen/Qwen3-32B", "parametres_milliards": 33, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 3.22, "ttft_ms": 8835.2, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-23", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqqbi60v012sqo01p12o65xu", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmp1kc1d5014slo01is2njy9c", "grappe_nom": "Radeon RX 7900 XTX", "classe_materiel": "Discrete GPU", "support": "Radeon RX 7900 XTX", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 24, "memoire_unifiee_go": null, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-27B", "modele_hf": "Qwen/Qwen3.6-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b9191-4f13cb742", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 64.1, "ttft_ms": null, 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"ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-14", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrk4m1aa030omj015liplfo3", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7upevi006vnn01w8w9lrcv", "grappe_nom": "T4", "classe_materiel": "Discrete GPU", "support": "T4", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 1, "vram_go": 16, "memoire_unifiee_go": null, "ram_go": 62, "processeur": "AMD Ryzen 5 3600", "systeme": "Linux", "modele": "Unsloth-Ornith-1.5-35B-A3B", "modele_hf": "peculiar-ragdoll/Unsloth-Ornith-1.5-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q2_K_XL", "debit_sortie_tokens_s": 53.29, "ttft_ms": 759.5, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-24", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt7upevq006xnn019pe7e99d", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmzksfk0019l401l2ycgwpp", "grappe_nom": "T4", "classe_materiel": "Discrete GPU", "support": "T4", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 3, "vram_go": 48, "memoire_unifiee_go": null, "ram_go": 62, "processeur": "AMD Ryzen 5 3600 6-Core Processor", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-35B-A3B-GPTQ-Int4", "modele_hf": "palmfuture/Qwen3.6-35B-A3B-GPTQ-Int4", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "INT4_W4A16", 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"moteur_version": null, "quantification": "BFP4", "debit_sortie_tokens_s": 110.7, "ttft_ms": 1027.7, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-10-04", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmuuaplac0003qg01t8vndhdg", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmufxflc50bn8lq01eyxurpr9", "grappe_nom": "Tenstorrent P150", "classe_materiel": "Discrete GPU", "support": "Tenstorrent P150", "vendeur": "", "famille_puce": "", "variante_puce": "", "nb_cartes": 4, "vram_go": 32, "memoire_unifiee_go": null, "ram_go": 249, "processeur": "AMD Ryzen 9 9950X", "systeme": "Ubuntu 24.04", "modele": "Qwen3.8-27B", "modele_hf": "Qwen/Qwen3.8-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": 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"ram_go": null, "processeur": "Ryzen AI MAX 395", "systeme": "Linux", "modele": "Qwen3.5-35B-A3B", "modele_hf": "Qwen/Qwen3.5-35B-A3B", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8940", "quantification": "Q8_0", "debit_sortie_tokens_s": 51.68, "ttft_ms": 123.7, "contexte_tokens": 262144, "taille_lot": 8192, "vram_pointe_go": 44.6, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmohemub6000jjr04bx4bcg3s", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofl033p000pjs04zd7ph4hb", "grappe_nom": "395", "classe_materiel": "Unified memory", "support": "395", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "395", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "Ryzen AI MAX 395", "systeme": "Linux", "modele": "Carnice-9b", "modele_hf": "kai-os/Carnice-9b", "parametres_milliards": 9, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8985", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 38.07, "ttft_ms": 98.6, "contexte_tokens": 131072, "taille_lot": 8192, "vram_pointe_go": 9.4, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-01", "executions_combinaison": 3, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmomr79kg000cl804lhn1btcg", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofl033p000pjs04zd7ph4hb", "grappe_nom": "395", "classe_materiel": "Unified memory", "support": "395", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "395", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "Ryzen AI MAX 395", "systeme": "Linux", "modele": "Qwen3.5-9B", "modele_hf": "unsloth/Qwen3.5-9B", "parametres_milliards": 9, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8963", "quantification": "IQ4_NL", "debit_sortie_tokens_s": 38.01, "ttft_ms": 4268.1, "contexte_tokens": 262144, "taille_lot": 8192, "vram_pointe_go": 15.13, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-29", "executions_combinaison": 4, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmojq4xgz000alb04wq51el03", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofl033p000pjs04zd7ph4hb", "grappe_nom": "395", "classe_materiel": "Unified memory", "support": "395", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "395", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "Ryzen AI MAX 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"systeme": "Linux", "modele": "MiniMax-M2.7", "modele_hf": "MiniMaxAI/MiniMax-M2.7", "parametres_milliards": 229, "famille_modele": "Minimax", "moteur": "llama.cpp", "moteur_version": "b8985", "quantification": "UD-Q3_K_S", "debit_sortie_tokens_s": 28.94, "ttft_ms": 1120.6, "contexte_tokens": 131072, "taille_lot": 8192, "vram_pointe_go": 107.44, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-01", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmomc0b6u0004l5048l0gau78", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofl033p000pjs04zd7ph4hb", "grappe_nom": "395", "classe_materiel": "Unified memory", "support": "395", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "395", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "Ryzen AI MAX 395", "systeme": "Linux", "modele": "Qwen3.5-122B-A10B", "modele_hf": "unsloth/Qwen3.5-122B-A10B", "parametres_milliards": 122, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8963", "quantification": "UD-IQ4_NL", "debit_sortie_tokens_s": 21.25, "ttft_ms": 9514.3, "contexte_tokens": 262144, "taille_lot": 8192, "vram_pointe_go": 72.85, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-29", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmojiqpf20002l504zx3yr8wm", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofl033p000pjs04zd7ph4hb", "grappe_nom": "395", "classe_materiel": "Unified memory", "support": "395", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "395", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "Ryzen AI MAX 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"processeur": "Ryzen AI MAX 395", "systeme": "Linux", "modele": "Qwen3.5-27B", "modele_hf": "Qwen/Qwen3.5-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8940", "quantification": "IQ4_NL", "debit_sortie_tokens_s": 12.64, "ttft_ms": 250.9, "contexte_tokens": 262144, "taille_lot": 8192, "vram_pointe_go": 29.54, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoigrhba0005l8049g11xhty", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofl033p000pjs04zd7ph4hb", "grappe_nom": "395", "classe_materiel": "Unified memory", "support": "395", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "395", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "Ryzen AI MAX 395", "systeme": "Linux", "modele": "Ornstein-27B-v2", "modele_hf": "DJLougen/Ornstein-27B-v2", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8940", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 12.54, "ttft_ms": 352.6, "contexte_tokens": 262144, "taille_lot": 8192, "vram_pointe_go": 30.68, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmohc7trz000jjv04xhrv0qak", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofl033p000pjs04zd7ph4hb", "grappe_nom": "395", "classe_materiel": "Unified memory", "support": "395", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "395", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "Ryzen AI MAX 395", "systeme": "Linux", "modele": "Qwopus3.5-27B-v3", "modele_hf": "Jackrong/Qwopus3.5-27B-v3", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8940", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 12.52, "ttft_ms": 274.3, "contexte_tokens": 262144, "taille_lot": 8192, "vram_pointe_go": 30.55, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoihizbu000nl504f85y7qv3", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofl033p000pjs04zd7ph4hb", "grappe_nom": "395", "classe_materiel": "Unified memory", "support": "395", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "395", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "Ryzen AI MAX 395", "systeme": "Linux", "modele": "Qwen3.6-27B", "modele_hf": "Qwen/Qwen3.6-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8940", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 12.49, "ttft_ms": 275.8, "contexte_tokens": 32768, "taille_lot": 8192, "vram_pointe_go": 20, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmogv8mao000tle04irse1ewj", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofl033p000pjs04zd7ph4hb", "grappe_nom": "395", "classe_materiel": "Unified memory", "support": "395", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "395", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "Ryzen AI MAX 395", 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"cmof50ota0005l404b9n8fm8d", "grappe_nom": "DGX Spark", "classe_materiel": "Unified memory", "support": "DGX Spark", "vendeur": "NVIDIA", "famille_puce": "GB10 Blackwell", "variante_puce": "DGX Spark", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "aarch64 GB10 host", "systeme": "Ubuntu 24.04.4 LTS", "modele": "Qwen3.5-35B-A3B-FP8", "modele_hf": "Qwen/Qwen3.5-35B-A3B-FP8", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "spark-vllm local image", "quantification": "fp8", "debit_sortie_tokens_s": 51.4, "ttft_ms": null, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmof6hct9000cgv04pv51opal", "source": "LocalMaxxing, API publique 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"https://localmaxxing.com/fr/runs/cmof5du4k000cl404c4nwc77c", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmof50ota0005l404b9n8fm8d", "grappe_nom": "DGX Spark", "classe_materiel": "Unified memory", "support": "DGX Spark", "vendeur": "NVIDIA", "famille_puce": "GB10 Blackwell", "variante_puce": "DGX Spark", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "aarch64 GB10 host", "systeme": "Ubuntu 24.04.4 LTS", "modele": "gemma-4-26B-A4B-it-GGUF", "modele_hf": "unsloth/gemma-4-26B-A4B-it-GGUF", "parametres_milliards": 26, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "b8770", "quantification": "UD-Q8_K_XL", "debit_sortie_tokens_s": 38.8, "ttft_ms": null, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmof5kerg0001kw046apvlu7t", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmof50ota0005l404b9n8fm8d", "grappe_nom": "DGX Spark", "classe_materiel": "Unified memory", "support": "DGX Spark", "vendeur": "NVIDIA", "famille_puce": "GB10 Blackwell", "variante_puce": "DGX Spark", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "aarch64 GB10 host", "systeme": "Ubuntu 24.04.4 LTS", "modele": "Qwen3.5-35B-A3B-GGUF", "modele_hf": "unsloth/Qwen3.5-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8770", "quantification": "UD-Q8_K_XL", "debit_sortie_tokens_s": 35.1, "ttft_ms": null, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": 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host", "systeme": "Ubuntu 24.04.4 LTS", "modele": "MiniMax-M2.7", "modele_hf": "unsloth/MiniMax-M2.7", "parametres_milliards": 229, "famille_modele": "Minimax", "moteur": "llama.cpp", "moteur_version": "b8833", "quantification": "UD-IQ4_XS", "debit_sortie_tokens_s": 30.98, "ttft_ms": 783, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 107, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-04-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoi6yfxh000nk304si0uyyp5", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmof50ota0005l404b9n8fm8d", "grappe_nom": "DGX Spark", "classe_materiel": "Unified memory", "support": "DGX Spark", "vendeur": "NVIDIA", "famille_puce": "GB10 Blackwell", "variante_puce": "DGX Spark", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, 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"vram_go": null, "memoire_unifiee_go": 128, "ram_go": 128, "processeur": "", "systeme": "Ubuntu 24.04 LTS", "modele": "MiniMax-M2.7-AWQ-4bit", "modele_hf": "cyankiwi/MiniMax-M2.7-AWQ-4bit", "parametres_milliards": 37, "famille_modele": "Minimax", "moteur": "vllm", "moteur_version": "0.20.2rc1.dev173+g171d59ae8.d20260509", "quantification": "AWQ-4bit", "debit_sortie_tokens_s": 27.78, "ttft_ms": 132.2, "contexte_tokens": 190000, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-10", "executions_combinaison": 4, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoz9l2ko001jpd01vjth8se5", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoyydueb003gtl01xlvi3van", "grappe_nom": "DGX Spark", "classe_materiel": "Unified memory", "support": "DGX Spark", "vendeur": "NVIDIA", "famille_puce": "GB10", 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"famille_puce": "GB10", "variante_puce": "DGX Spark", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 256, "ram_go": null, "processeur": "", "systeme": "", "modele": "MiniMax-M2.5-NVFP4", "modele_hf": "lukealonso/MiniMax-M2.5-NVFP4", "parametres_milliards": null, "famille_modele": "Minimax", "moteur": "vllm", "moteur_version": null, "quantification": "NVFP4", "debit_sortie_tokens_s": 17.7, "ttft_ms": 42303.1, "contexte_tokens": 196608, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-02", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmonv9khm000bl4040om8m271", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmof50ota0005l404b9n8fm8d", "grappe_nom": "DGX Spark", "classe_materiel": "Unified memory", "support": "DGX Spark", "vendeur": "NVIDIA", "famille_puce": "GB10 Blackwell", "variante_puce": "DGX Spark", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "aarch64 GB10 host", "systeme": "Ubuntu 24.04.4 LTS", "modele": "Qwen3.5-122B-A10B", "modele_hf": "Qwen/Qwen3.5-122B-A10B", "parametres_milliards": 125, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "turboquant 8590cbff9", "quantification": "UD-Q6_K_XL", "debit_sortie_tokens_s": 17.11, "ttft_ms": null, "contexte_tokens": 100000, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmof5xmak0004jy04vgp81qqc", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmozdo58m002yq201pvbfb5po", "grappe_nom": "DGX Spark", "classe_materiel": "Unified memory", "support": "DGX Spark", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "DGX Spark", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": 128, "processeur": "", "systeme": "Ubuntu 24.04 LTS", "modele": "MiMo-V2.5-GGUF", "modele_hf": "bartowski/MiMo-V2.5-GGUF", "parametres_milliards": null, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "1e5ad35-2026-05-10-built-from-master", "quantification": "Q4_K_M-GGUF", "debit_sortie_tokens_s": 16.08, "ttft_ms": 606, "contexte_tokens": 1000000, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-10", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmozdo5940030q201948atk3q", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmof50ota0005l404b9n8fm8d", "grappe_nom": "DGX Spark", "classe_materiel": "Unified memory", "support": "DGX Spark", "vendeur": "NVIDIA", "famille_puce": "GB10 Blackwell", "variante_puce": "DGX Spark", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "aarch64 GB10 host", "systeme": "Ubuntu 24.04.4 LTS", "modele": "Qwen3.6-27B-FP8", "modele_hf": "Qwen/Qwen3.6-27B-FP8", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.19.1+cu130", "quantification": "fp8", "debit_sortie_tokens_s": 14.29, "ttft_ms": null, "contexte_tokens": 65536, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmof6478c0006gv04860f7arl", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoyydueb003gtl01xlvi3van", "grappe_nom": "DGX Spark", "classe_materiel": "Unified memory", "support": "DGX Spark", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "DGX Spark", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 256, "ram_go": null, "processeur": "", "systeme": "", "modele": "DeepSeek-V4-Flash-W4A16-FP8", "modele_hf": "pastapaul/DeepSeek-V4-Flash-W4A16-FP8", "parametres_milliards": 44, "famille_modele": "Deepseek", "moteur": "vllm", "moteur_version": "ds4-sm120-experimental", "quantification": "W4A16-FP8", "debit_sortie_tokens_s": 11.92, "ttft_ms": 597.5, "contexte_tokens": 1048576, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-09", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoyyduez003itl013llmmno6", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmof50ota0005l404b9n8fm8d", "grappe_nom": "DGX Spark", "classe_materiel": "Unified memory", "support": "DGX Spark", "vendeur": "NVIDIA", "famille_puce": "GB10 Blackwell", "variante_puce": "DGX Spark", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "aarch64 GB10 host", "systeme": "Ubuntu 24.04.4 LTS", "modele": "Qwen3.5-27B", "modele_hf": "Qwen/Qwen3.5-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.19.2rc1.dev213+g9558f4390.d20260426", "quantification": "NVFP4", "debit_sortie_tokens_s": 11.49, "ttft_ms": 658.5, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-07", "executions_combinaison": 4, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmouqgx9q00jtld01ajgiran7", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmof50ota0005l404b9n8fm8d", "grappe_nom": "DGX Spark", "classe_materiel": "Unified memory", "support": "DGX Spark", "vendeur": "NVIDIA", "famille_puce": "GB10 Blackwell", "variante_puce": "DGX Spark", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "aarch64 GB10 host", "systeme": "Ubuntu 24.04.4 LTS", "modele": "Qwen3.5-27B-GGUF", "modele_hf": "unsloth/Qwen3.5-27B-GGUF", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8770", "quantification": "UD-Q4_K_XL", "debit_sortie_tokens_s": 11.1, "ttft_ms": null, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmof5r0ig0005kv04jg8v0ozv", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmof50ota0005l404b9n8fm8d", "grappe_nom": "DGX Spark", "classe_materiel": "Unified memory", "support": "DGX Spark", "vendeur": "NVIDIA", "famille_puce": "GB10 Blackwell", "variante_puce": "DGX Spark", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "aarch64 GB10 host", "systeme": "Ubuntu 24.04.4 LTS", "modele": "Qwen3.6-27B-FP8", "modele_hf": "Qwen/Qwen3.6-27B-FP8", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "sglang", "moteur_version": "0.5.9", "quantification": "fp8", "debit_sortie_tokens_s": 4.72, "ttft_ms": null, "contexte_tokens": 65536, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmof6aro10002l404x6vocua9", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofcb9yw0004jo045rz5v7lm", "grappe_nom": "DGX Spark GB10", "classe_materiel": "Unified memory", "support": "DGX Spark GB10", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "DGX Spark GB10", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu Linux", "modele": "Qwen3.6-35B-A3B", "modele_hf": "Qwen/Qwen3.6-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": null, "quantification": "AWQ", "debit_sortie_tokens_s": 26.89, "ttft_ms": null, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofcba0z0006jo04yv0te57k", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmplnjcnt008ynj01h8fopwz6", "grappe_nom": "DGX Spark dual-node TP2", "classe_materiel": "Unified memory", "support": "DGX Spark dual-node TP2", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "DGX Spark dual-node TP2", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 121, "ram_go": null, "processeur": "NVIDIA Grace 20-core ARMv9.2", "systeme": "Ubuntu 24.04 aarch64", "modele": "MiniMax-M2.7-AWQ-4bit", "modele_hf": "cyankiwi/MiniMax-M2.7-AWQ-4bit", "parametres_milliards": 37, "famille_modele": "Minimax", "moteur": "vllm", "moteur_version": "0.20.2rc1.dev256+gd984e1815", "quantification": "AWQ-4bit", "debit_sortie_tokens_s": 43.4, "ttft_ms": 950, "contexte_tokens": 196608, "taille_lot": 1, "vram_pointe_go": 99, "puissance_materiel_w": 240, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmplnjcny0090nj01j8fztc1q", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmogqfmva0008l404w4tpu0tf", "grappe_nom": "GB10", "classe_materiel": "Unified memory", "support": "GB10", "vendeur": "NVIDIA", "famille_puce": "Blackwell", "variante_puce": "GB10", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-27B-AEON-Ultimate-Uncensored-NVFP4", "modele_hf": "AEON-7/Qwen3.6-27B-AEON-Ultimate-Uncensored-NVFP4", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.20.0", "quantification": "NVFP4", "debit_sortie_tokens_s": 90, "ttft_ms": 1000, "contexte_tokens": 256000, "taille_lot": 1, "vram_pointe_go": 108, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-28", "executions_combinaison": 3, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoiljca40001kz044lrl3efa", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmogqfmva0008l404w4tpu0tf", "grappe_nom": "GB10", "classe_materiel": "Unified memory", "support": "GB10", "vendeur": "NVIDIA", "famille_puce": "Blackwell", "variante_puce": "GB10", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-27B-AEON-Ultimate-Uncensored-NVFP4", "modele_hf": "AEON-7/Qwen3.6-27B-AEON-Ultimate-Uncensored-NVFP4", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.11.x", "quantification": "nvfp4", "debit_sortie_tokens_s": 37, "ttft_ms": 280, "contexte_tokens": 200000, "taille_lot": 1, "vram_pointe_go": 70, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmogqfmx8000bl404ma9agin9", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Gemma-4-26B-A4B-NVFP4", "modele_hf": "nvidia/Gemma-4-26B-A4B-NVFP4", "parametres_milliards": 14, "famille_modele": "Gemma", "moteur": "vllm", "moteur_version": "see Agentic Arcade source metadata", "quantification": "NVFP4", "debit_sortie_tokens_s": 227.5, "ttft_ms": 200, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr80a1u1003oqr014ueot6y5", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmu2vx7yo067qlq01dgw2z994", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 256, "ram_go": null, "processeur": "2 x NVIDIA Grace 20-core", "systeme": "Linux", "modele": "Qwen3.8-Flash-Next-NVFP4", "modele_hf": "nvidia/Qwen3.8-Flash-Next-NVFP4", "parametres_milliards": 180, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": null, "quantification": "NVFP4+FP8-dense", "debit_sortie_tokens_s": 141.7, "ttft_ms": 853.3, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-09-15", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmu2vx82o067tlq01tj72qxfb", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmu9ccpor08whlq011169uy3f", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "Grace CPU (arm64)", "systeme": "linux", "modele": "GLM-5.3-Flash-tr3-4bpw", "modele_hf": "brandonmusic/GLM-5.3-Flash-tr3-4bpw", "parametres_milliards": 321, "famille_modele": "", "moteur": "vllm", "moteur_version": null, "quantification": "exl3", "debit_sortie_tokens_s": 140, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-27", "executions_combinaison": 14, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmujzgjsf0e8ylq0152bjx2el", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmulima3z0itklq013en3u3xe", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "20-core Arm (10x Cortex-X925 + 10x Cortex-A725)", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-35B-A3B-NVFP4", "modele_hf": "nvidia/Qwen3.6-35B-A3B-NVFP4", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "atlas", "moteur_version": "main@fdf94c759", "quantification": "NVFP4", "debit_sortie_tokens_s": 135.7, "ttft_ms": 141.7, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "oui", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-09-28", "executions_combinaison": 3, "executions_verifiees_combinaison": 3, "url_mesure": "https://localmaxxing.com/fr/runs/cmulstwbr0ivslq01y60rl9jz", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt472mxy002rpu01xenf45t6", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 256, "ram_go": null, "processeur": "NVIDIA Grace (arm64)", "systeme": "linux", "modele": "Qwen3.8-27B-NVFP4", "modele_hf": "unsloth/Qwen3.8-27B-NVFP4", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": null, "quantification": "NVFP4", "debit_sortie_tokens_s": 127.2, "ttft_ms": 192.2, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-23", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt5dx6ew03hvpu01qlhnmjon", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt30gjzy0l33mv014n83hann", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 256, "ram_go": null, "processeur": "Grace CPU (arm64)", "systeme": "linux", "modele": "SuperDeepseek-V4-Flash-abliterated-MQ-2xDGX", "modele_hf": "Jiunsong/SuperDeepseek-V4-Flash-abliterated-MQ-2xDGX", "parametres_milliards": 304, "famille_modele": "Deepseek", "moteur": "vllm", "moteur_version": null, "quantification": "FP4", "debit_sortie_tokens_s": 125.3, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-21", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt323mmy0l9zmv01jqgybqix", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-35B-A3B-NVFP4", "modele_hf": "nvidia/Qwen3.6-35B-A3B-NVFP4", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.23.1rc1.dev272+gb7abab517.d20260717", "quantification": "NVFP4", "debit_sortie_tokens_s": 124.07, "ttft_ms": 135.2, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-07-31", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cms8cyyvu00ffpf016ak0bsf0", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmurnpqak004cph01r75sleiw", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "", "systeme": "DGX Spark (GB10), 4 nodes", "modele": "GLM-5.3-Flash-tr3-4bpw", "modele_hf": "brandonmusic/GLM-5.3-Flash-tr3-4bpw", "parametres_milliards": 321, "famille_modele": "", "moteur": "custom", "moteur_version": "0.6.1", "quantification": "exl3", "debit_sortie_tokens_s": 120, "ttft_ms": 498.5, "contexte_tokens": 1048576, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": 560, "metrique_verifiee": "oui", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-10-03", "executions_combinaison": 5, "executions_verifiees_combinaison": 2, "url_mesure": "https://localmaxxing.com/fr/runs/cmuro74b3004rph01lox13aeb", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt472mxy002rpu01xenf45t6", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 256, "ram_go": null, "processeur": "NVIDIA Grace (arm64)", "systeme": "linux", "modele": "DeepSeek-V4-Flash-0731", "modele_hf": "deepseek-ai/DeepSeek-V4-Flash-0731", "parametres_milliards": 304, "famille_modele": "Deepseek", "moteur": "vllm", "moteur_version": null, "quantification": "FP8", "debit_sortie_tokens_s": 115.9, "ttft_ms": 359.1, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-23", "executions_combinaison": 5, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt5bfdft03gqpu01ps0e3wtd", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmspp9sao002xmr01zx8v1pt2", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 256, "ram_go": null, "processeur": "2x NVIDIA Grace 20-core Arm", "systeme": "DGX OS / Ubuntu Linux, two-node TP=2 cluster", "modele": "SuperDeepseek-V4-Flash-abliterated-MQ-2xDGX", "modele_hf": "Jiunsong/SuperDeepseek-V4-Flash-abliterated-MQ-2xDGX", "parametres_milliards": 304, "famille_modele": "Deepseek", "moteur": "vllm", "moteur_version": "0.25.2.dev0+g752a3a504.d20260714", "quantification": "FP4+FP8+BF16-MQ", "debit_sortie_tokens_s": 115.9, "ttft_ms": null, "contexte_tokens": 1048576, "taille_lot": 6, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-08-12", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmspp9sat0030mr01cwqt9jef", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt472mxy002rpu01xenf45t6", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 256, "ram_go": null, "processeur": "NVIDIA Grace (arm64)", "systeme": "linux", "modele": "SuperDeepseek-V4-Flash-abliterated-MQ-2xDGX", "modele_hf": "Jiunsong/SuperDeepseek-V4-Flash-abliterated-MQ-2xDGX", "parametres_milliards": 304, "famille_modele": "Deepseek", "moteur": "vllm", "moteur_version": null, "quantification": "mixed", "debit_sortie_tokens_s": 113.8, "ttft_ms": 263.3, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-23", "executions_combinaison": 3, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt5ahj2603fqpu01ai0x566o", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmueqtnpm0bkzlq01c2qmhpi0", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "4x NVIDIA Grace 20-core Arm", "systeme": "Ubuntu 24.04.5 LTS", "modele": "GLM-5.3-Flash-EXL3-TR3-4bpw", "modele_hf": "Mia-AiLab/GLM-5.3-Flash-EXL3-TR3-4bpw", "parametres_milliards": 321, "famille_modele": "", "moteur": "custom", "moteur_version": "TensorFold 0.5.0", "quantification": "EXL3 4.0bpw", "debit_sortie_tokens_s": 104.9, "ttft_ms": 373.9, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "oui", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-09-30", "executions_combinaison": 5, "executions_verifiees_combinaison": 1, "url_mesure": "https://localmaxxing.com/fr/runs/cmunh1zct0kailq014fgf7deq", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Laguna-S-2.1-NVFP4", "modele_hf": "poolside/Laguna-S-2.1-NVFP4", "parametres_milliards": 118, "famille_modele": "", "moteur": "vllm", "moteur_version": "0.25.1", "quantification": "NVFP4", "debit_sortie_tokens_s": 101.44, "ttft_ms": 325, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": 109, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-07-25", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cms0jt9330064s201d2l47aeb", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt472mxy002rpu01xenf45t6", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 256, "ram_go": null, "processeur": "NVIDIA Grace (arm64)", "systeme": "linux", "modele": "SuperDeepseek-V4-Flash-abliterated-MQ-2xDGX", "modele_hf": "Jiunsong/SuperDeepseek-V4-Flash-abliterated-MQ-2xDGX", "parametres_milliards": 304, "famille_modele": "Deepseek", "moteur": "vllm", "moteur_version": null, "quantification": "FP8", "debit_sortie_tokens_s": 99.3, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-23", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt5mt25v03kbpu01vs6vzin0", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmueqtnpm0bkzlq01c2qmhpi0", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "4x NVIDIA Grace 20-core Arm", "systeme": "Ubuntu 24.04.5 LTS", "modele": "GLM-5.3-Flash-NVFP4", "modele_hf": "nvidia/GLM-5.3-Flash-NVFP4", "parametres_milliards": 321, "famille_modele": "Opt", "moteur": "vllm", "moteur_version": null, "quantification": "NVFP4 (ModelOpt)", "debit_sortie_tokens_s": 98.5, "ttft_ms": 286.4, "contexte_tokens": 524288, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "oui", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-09-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 1, "url_mesure": "https://localmaxxing.com/fr/runs/cmum5mtfc0j3vlq01aij0h9r2", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtiom9l4054kp401ibfu4mf8", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "DGX OS (Ubuntu 24.04)", "modele": "Qwen3.6-35B-A3B-NVFP4", "modele_hf": "nvidia/Qwen3.6-35B-A3B-NVFP4", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.26", "quantification": "NVFP4", "debit_sortie_tokens_s": 96.1, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtipwnnt067gp401ij8pz88h", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmueqtnpm0bkzlq01c2qmhpi0", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "4x NVIDIA Grace 20-core Arm", "systeme": "Ubuntu 24.04.5 LTS", "modele": "Qwen3.8-Flash-Next-NVFP4", "modele_hf": "nvidia/Qwen3.8-Flash-Next-NVFP4", "parametres_milliards": 180, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": null, "quantification": "NVFP4 + FP8-dense (local requant)", "debit_sortie_tokens_s": 94.5, "ttft_ms": 186.7, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-09-26", "executions_combinaison": 5, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmuip03q80dyflq01gnv78yzn", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmuhzhjoo0dv1lq01sttjp88r", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "4x NVIDIA Grace 20-core Arm (80 cores total)", "systeme": "Linux (DGX OS)", "modele": "GLM-5.3-Flash-NVFP4", "modele_hf": "RedHatAI/GLM-5.3-Flash-NVFP4", "parametres_milliards": 321, "famille_modele": "", "moteur": "vllm", "moteur_version": "vLLM 0.29 GLM-5.3 port", "quantification": "NVFP4", "debit_sortie_tokens_s": 93, "ttft_ms": 268.9, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-09-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmuhzj5u00dv3lq01nnrb6shb", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-35B-A3B-heretic-NVFP4", "modele_hf": "AEON-7/Qwen3.6-35B-A3B-heretic-NVFP4", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.24.0+aeon.sm121a.dflash", "quantification": "NVFP4", "debit_sortie_tokens_s": 89.0, "ttft_ms": null, "contexte_tokens": 229376, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-07-07", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmra7y53q00z4qr010w4py3cf", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmulima3z0itklq013en3u3xe", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "20-core Arm (10x Cortex-X925 + 10x Cortex-A725)", "systeme": "Ubuntu 24.04", "modele": "NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4", "modele_hf": "nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4", "parametres_milliards": 18, "famille_modele": "Opt", "moteur": "atlas", "moteur_version": "main@fdf94c759", "quantification": "NVFP4", "debit_sortie_tokens_s": 86.6, "ttft_ms": 398.2, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "oui", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-09-28", "executions_combinaison": 4, "executions_verifiees_combinaison": 4, "url_mesure": "https://localmaxxing.com/fr/runs/cmulstvh90ivjlq012qg4k96d", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmudnktr00ayblq016o5dochs", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "NVIDIA Grace (10x Cortex-X925 + 10x Cortex-A725) x4 nodes", "systeme": "Ubuntu 24.04", "modele": "GLM-5.3-Flash", "modele_hf": "zai-org/GLM-5.3-Flash", "parametres_milliards": 321, "famille_modele": "", "moteur": "vllm", "moteur_version": "0.1.dev20051+g487ecf187", "quantification": "EXL3-4bit", "debit_sortie_tokens_s": 84.05, "ttft_ms": 445.9, "contexte_tokens": 850000, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "oui", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-09-23", "executions_combinaison": 1, "executions_verifiees_combinaison": 1, "url_mesure": "https://localmaxxing.com/fr/runs/cmudnktrf0aydlq012x82g5n1", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmubu16q90ao3lq01nj1w1cyx", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "NVIDIA Grace", "systeme": "Linux", "modele": "Qwen3.8-Flash-Next-exl3", "modele_hf": "turboderp/Qwen3.8-Flash-Next-exl3", "parametres_milliards": 180, "famille_modele": "Qwen", "moteur": "exllamav3", "moteur_version": "1.5.0", "quantification": "EXL3-3.05bpw", "debit_sortie_tokens_s": 83.2, "ttft_ms": 1059.7, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-09-22", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmubwswy70aohlq01saca6xaw", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmthn224w023jp401a74kxbui", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "4x NVIDIA Grace", "systeme": "Ubuntu 24.04.4 LTS", "modele": "GLM-5.3-Flash", "modele_hf": "zai-org/GLM-5.3-Flash", "parametres_milliards": 321, "famille_modele": "", "moteur": "vllm", "moteur_version": "0.1.dev20051+g487ecf187", "quantification": "EXL3-4.0bpw", "debit_sortie_tokens_s": 79.9, "ttft_ms": 655.3, "contexte_tokens": 300000, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-08-31", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmthnfzjw023zp401lwksz6sd", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Ornith-1.0-35B-AEON-Ultimate-Uncensored-NVFP4", "modele_hf": "AEON-7/Ornith-1.0-35B-AEON-Ultimate-Uncensored-NVFP4", "parametres_milliards": 0, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "see Agentic Arcade source metadata", "quantification": "NVFP4", "debit_sortie_tokens_s": 76.2, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr809z13002jqr01yreyrzzh", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmuhen21r0dralq010hnbizee", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "20-core ARM (Cortex-X925 + Cortex-A725)", "systeme": "Ubuntu 24.04.5 LTS (kernel 6.14, NVIDIA driver 580.178.04)", "modele": "DeepSeek-V4.1-Flash", "modele_hf": "deepseek-ai/DeepSeek-V4.1-Flash", "parametres_milliards": 763, "famille_modele": "Deepseek", "moteur": "sglang", "moteur_version": "0.0.0.dev0", "quantification": "FP8+MXFP4", "debit_sortie_tokens_s": 76, "ttft_ms": 308.7, "contexte_tokens": 1048576, "taille_lot": 1, "vram_pointe_go": 423.4, "puissance_materiel_w": 1000, "metrique_verifiee": "oui", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-09-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 1, "url_mesure": "https://localmaxxing.com/fr/runs/cmuhen2200drdlq01fa2qr70h", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmueqtnpm0bkzlq01c2qmhpi0", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "4x NVIDIA Grace 20-core Arm", "systeme": "Ubuntu 24.04.5 LTS", "modele": "GLM-5.3-Flash-EXL3-TR3-4bpw", "modele_hf": 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"GLM-5.3-Flash", "modele_hf": "zai-org/GLM-5.3-Flash", "parametres_milliards": 321, "famille_modele": "", "moteur": "vllm", "moteur_version": "0.30.1rc1.dev193+gddd6fbca1", "quantification": "NVFP4", "debit_sortie_tokens_s": 74.6, "ttft_ms": 265, "contexte_tokens": 524288, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "oui", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 1, "url_mesure": "https://localmaxxing.com/fr/runs/cmum3byy10j02lq01b6821y8t", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqsie3xf00shqr01xs5idley", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 121, "ram_go": null, "processeur": "ARM Cortex-X925 + Cortex-A725 (10+10 cores, 20 threads)", "systeme": "linux", "modele": "Gemma-4-26B-A4B-it-Uncensored-NVFP4", "modele_hf": "AEON-7/Gemma-4-26B-A4B-it-Uncensored-NVFP4", "parametres_milliards": 15, "famille_modele": "Gemma", "moteur": "vllm", "moteur_version": null, "quantification": "nvfp4", "debit_sortie_tokens_s": 72.1, "ttft_ms": 97.1, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-24", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqsie3xm00sjqr01a4xslvqm", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Kwaipilot_KAT-Coder-V2.5-Dev-GGUF", "modele_hf": "bartowski/Kwaipilot_KAT-Coder-V2.5-Dev-GGUF", "parametres_milliards": 35, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 72, "ttft_ms": null, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-02", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsb59nkq004xqd01a04f0psj", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtwnfq7x0afrps01l2jxgpvs", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04 (DGX OS)", "modele": "DeepSeek-V4.1-Flash", "modele_hf": "deepseek-ai/DeepSeek-V4.1-Flash", "parametres_milliards": 763, "famille_modele": "Deepseek", "moteur": "vllm", "moteur_version": "dsv41-feat e47aa780", "quantification": "NVFP4", "debit_sortie_tokens_s": 71.98, "ttft_ms": 470.6, "contexte_tokens": 430080, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-09-11", "executions_combinaison": 4, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtwng2zt0ag3ps01plkq4m3k", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Nemotron-3-Nano-Omni-30B-A3B-Reasoning-NVFP4", "modele_hf": "nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-NVFP4", "parametres_milliards": 33, "famille_modele": "Opt", "moteur": "vllm", "moteur_version": "0.22.1rc1.dev504+g54bbf5166", "quantification": "NVFP4", "debit_sortie_tokens_s": 71.64, "ttft_ms": 1807.5, "contexte_tokens": 10000, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-14", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqdydq6g00ommp01nhlzf6o2", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt5s1yzx03m5pu01i3lrnyho", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "NVIDIA Grace (arm64)", "systeme": "linux", "modele": "Qwen3.8-27B-NVFP4", "modele_hf": "unsloth/Qwen3.8-27B-NVFP4", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": null, "quantification": "NVFP4", "debit_sortie_tokens_s": 71.5, "ttft_ms": 547.6, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-23", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt5s4kay03mapu01mlhrdcqe", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-35B-A3B-NVFP4-Fast", "modele_hf": "unsloth/Qwen3.6-35B-A3B-NVFP4-Fast", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.26.0", "quantification": "NVFP4", "debit_sortie_tokens_s": 70.6, "ttft_ms": null, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-02", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsb4phcl004fqd017ye39t14", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Ornith-1.0-35B-GGUF-NVFP4", "modele_hf": "Frosty40/Ornith-1.0-35B-GGUF-NVFP4", "parametres_milliards": 0, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "see Agentic Arcade source metadata", "quantification": "GGUF-NVFP4 (qwen35moe)", "debit_sortie_tokens_s": 68.98, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr809uyg000zqr015aijr3kx", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmuilza2f0dxilq0117f806p1", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "NVIDIA Grace CPU (Cortex-X925+Cortex-A725)", "systeme": "Ubuntu 24.04.2 LTS (L4T, kernel 7.0.0-1019-nvidia, aarch64)", "modele": "Qwen3.8-Flash-Next-NVFP4", "modele_hf": "nvidia/Qwen3.8-Flash-Next-NVFP4", "parametres_milliards": 180, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.1.dev20073+g8e685d198", "quantification": "NVFP4", "debit_sortie_tokens_s": 67.55, "ttft_ms": 181, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": 105, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-09-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmuilza2p0dxllq012dwo1sdj", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmuim3uki0dxqlq015rhjqcz2", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "NVIDIA Grace CPU (Cortex-X925+Cortex-A725)", "systeme": "Ubuntu 24.04.2 LTS (L4T, kernel 7.0.0-1019-nvidia, aarch64)", "modele": "Qwen3.8-Flash-Next-NVFP4", "modele_hf": "nvidia/Qwen3.8-Flash-Next-NVFP4", "parametres_milliards": 180, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.1.dev20073+g8e685d198", "quantification": "NVFP4", "debit_sortie_tokens_s": 66.86, "ttft_ms": 177, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": 105, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-09-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmuim3ukv0dxslq011bnvit46", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpunmbqq00t1mq01j3h2n7rd", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 256, "ram_go": null, "processeur": "", "systeme": "macOS", "modele": "DeepSeek-V4-Flash-DSpark", "modele_hf": "fraserprice/DeepSeek-V4-Flash-DSpark", "parametres_milliards": 158, "famille_modele": "Deepseek", "moteur": "vllm", "moteur_version": "0.21.1rc1.dev339+g1967a5627bc3", "quantification": "MXFP4+FP8+DSpark", "debit_sortie_tokens_s": 65.09, "ttft_ms": 468.0, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": 97.26, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-06-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqz9i16w02c0oe01q248azp9", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtgryznt0021p401dc9msgxw", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 256, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "GLM-5.3-Flash", "modele_hf": "zai-org/GLM-5.3-Flash", "parametres_milliards": 321, "famille_modele": "", "moteur": "vllm", "moteur_version": "0.1.dev20051+g487ecf187", "quantification": "EXL3-4bit", "debit_sortie_tokens_s": 63.6, "ttft_ms": 4422, "contexte_tokens": 1000000, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-08-31", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtgryzoj0023p4014ew18hwb", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmujzgk2t0e91lq016jnw0ik2", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "4x NVIDIA Grace 20-core Arm (4x DGX Spark)", "systeme": "Ubuntu 24.04.4 LTS", "modele": "GLM-5.3-Flash-EXL3-TR3-4bpw", "modele_hf": "Mia-AiLab/GLM-5.3-Flash-EXL3-TR3-4bpw", "parametres_milliards": 321, "famille_modele": "", "moteur": "vllm", "moteur_version": "0.1.dev20051+g487ecf187", "quantification": "EXL3 4.0bpw", "debit_sortie_tokens_s": 63.2, "ttft_ms": 404.4, "contexte_tokens": 850000, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "oui", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-09-27", "executions_combinaison": 2, "executions_verifiees_combinaison": 2, "url_mesure": "https://localmaxxing.com/fr/runs/cmujzgkcr0e96lq01rub8z72e", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "GLM-5.3-Flash-EXL3-TR3-4bpw", "modele_hf": "Mia-AiLab/GLM-5.3-Flash-EXL3-TR3-4bpw", "parametres_milliards": 321, "famille_modele": "", "moteur": "custom", "moteur_version": "tensorfold", "quantification": "exl3-4bpw", "debit_sortie_tokens_s": 62.4, "ttft_ms": 640, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": 54.04, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-10-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmuq5pf9h0002nz016jyd08cd", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt472mxy002rpu01xenf45t6", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 256, "ram_go": null, "processeur": "NVIDIA Grace (arm64)", "systeme": "linux", "modele": "Qwen3.8-27B", "modele_hf": "Qwen/Qwen3.8-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": null, "quantification": "BF16", "debit_sortie_tokens_s": 62.2, "ttft_ms": 340.3, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-23", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt5fwxew03itpu0103359z9z", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmuit8y200dzolq01y81nk3tk", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 384, "ram_go": null, "processeur": "", "systeme": "NVIDIA DGX OS", "modele": "Qwen3.8-Flash-Next-FP8", "modele_hf": "Qwen/Qwen3.8-Flash-Next-FP8", "parametres_milliards": 180, "famille_modele": "Qwen", "moteur": "sglang", "moteur_version": "0.0.0.dev1+g4ccff141d", "quantification": "FP8", "debit_sortie_tokens_s": 56.74, "ttft_ms": 458.2, "contexte_tokens": 524288, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-09-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmuit8y5e0dzrlq01pdqo394j", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-35B-A3B", "modele_hf": "Qwen/Qwen3.6-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": null, "quantification": "FP8", "debit_sortie_tokens_s": 56.21, "ttft_ms": 202.1, "contexte_tokens": 131072, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cms0k8wqx006qs201crhgfnau", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-35B-A3B", "modele_hf": "Qwen/Qwen3.6-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "llama.cpp qwen36 Spark build b831dc2fd962076c74d4b5837000459902cba484ee15f81d038d7d3ce1bcda62", "quantification": "GGUF Q6_K", "debit_sortie_tokens_s": 56.1, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-05", "executions_combinaison": 5, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr82nlz3005nqr0173soidjh", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmttihqq9005yps01qpofumip", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 256, "ram_go": null, "processeur": "NVIDIA Grace (10x Cortex-X925 + 10x Cortex-A725) x2 nodes", "systeme": "Ubuntu 24.04", "modele": "GLM-5.3-Flash", "modele_hf": "zai-org/GLM-5.3-Flash", "parametres_milliards": 321, "famille_modele": "", "moteur": "vllm", "moteur_version": "0.1.dev20051+g487ecf187", "quantification": "EXL3-4bit", "debit_sortie_tokens_s": 54.33, "ttft_ms": 820.4, "contexte_tokens": 850000, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "oui", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-09-18", "executions_combinaison": 4, "executions_verifiees_combinaison": 1, "url_mesure": "https://localmaxxing.com/fr/runs/cmu6eyyhq080vlq019gz490mk", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Qwen-AgentWorld-35B-A3B", "modele_hf": "Qwen/Qwen-AgentWorld-35B-A3B", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "llama.cpp qwen36 Spark build b831dc2fd962076c74d4b5837000459902cba484ee15f81d038d7d3ce1bcda62", "quantification": "GGUF-NVFP4 (qwen35moe)", "debit_sortie_tokens_s": 51.3, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-05", "executions_combinaison": 13, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr80a1me003lqr01r5t79w7v", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmue7ynpf0bfqlq01ruo3gvr1", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 384, "ram_go": null, "processeur": "3x NVIDIA Grace 20-core Arm", "systeme": "Ubuntu 24.04.5 LTS", "modele": "GLM-5.3-Flash-EXL3-TR3-4bpw", "modele_hf": "Mia-AiLab/GLM-5.3-Flash-EXL3-TR3-4bpw", "parametres_milliards": 321, "famille_modele": "", "moteur": "vllm", "moteur_version": "0.1.dev20051+g487ecf187", "quantification": "EXL3 4.0bpw", "debit_sortie_tokens_s": 50.5, "ttft_ms": 659.0, "contexte_tokens": 500000, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "oui", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-09-23", "executions_combinaison": 5, "executions_verifiees_combinaison": 3, "url_mesure": "https://localmaxxing.com/fr/runs/cmue8dja80bg5lq01fdaa6a5c", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Qwen3.8-27B-NVFP4", "modele_hf": "nvidia/Qwen3.8-27B-NVFP4", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "sglang", "moteur_version": "0.0.0.dev1+g5f55db35e", "quantification": "NVFP4", "debit_sortie_tokens_s": 49.83, "ttft_ms": 202.1, "contexte_tokens": 131072, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-09-20", "executions_combinaison": 8, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmu9xrqo509a6lq018pqediw4", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "gpt-oss-20b", "modele_hf": "openai/gpt-oss-20b", "parametres_milliards": 21, "famille_modele": "Gpt", "moteur": "vllm", "moteur_version": null, "quantification": "MXFP4", "debit_sortie_tokens_s": 49.19, "ttft_ms": 74.1, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cms0k7i40006ls201s7w1wb0r", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Apodex-1.1-mini", "modele_hf": "apodex/Apodex-1.1-mini", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.26.0", "quantification": "BF16", "debit_sortie_tokens_s": 47.18, "ttft_ms": 293.4, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-09-20", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmu9xm449099plq01j6t6d99m", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtiom9l4054kp401ibfu4mf8", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "DGX OS (Ubuntu 24.04)", "modele": "DeepSeek-V4-Flash-DSpark", "modele_hf": "deepseek-ai/DeepSeek-V4-Flash-DSpark", "parametres_milliards": 165, "famille_modele": "Deepseek", "moteur": "vllm", "moteur_version": null, "quantification": "MXFP4", "debit_sortie_tokens_s": 46.35, "ttft_ms": 175, "contexte_tokens": 1048576, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtipxt0i067jp401xwhfnh1h", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "DeepSeek-V4-Flash", "modele_hf": "deepseek-ai/DeepSeek-V4-Flash", "parametres_milliards": 291, "famille_modele": "Deepseek", "moteur": "vllm", "moteur_version": "0.21.1rc1.dev339+g1967a5627bc3-tp2", "quantification": "fp8", "debit_sortie_tokens_s": 45.7, "ttft_ms": 152, "contexte_tokens": 200000, "taille_lot": 1, "vram_pointe_go": 209, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-02", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmpw3cr6l003tr101wblsaxvj", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtiom9l4054kp401ibfu4mf8", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "DGX OS (Ubuntu 24.04)", "modele": "Qwen3.5-122B-A10B", "modele_hf": "Qwen/Qwen3.5-122B-A10B", "parametres_milliards": 125, "famille_modele": "Qwen", "moteur": "sglang", "moteur_version": null, "quantification": "NVFP4", "debit_sortie_tokens_s": 45.6, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtipwn7y067dp4019mtc3iq9", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtiom9l4054kp401ibfu4mf8", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "DGX OS 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"processeur": "", "systeme": "DGX OS (Ubuntu 24.04)", "modele": "olmOCR-2-7B-1025-GGUF", "modele_hf": "lmstudio-community/olmOCR-2-7B-1025-GGUF", "parametres_milliards": 7, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 41.6, "ttft_ms": null, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtipwmot067ap401ulddxv8j", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtiom9l4054kp401ibfu4mf8", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "DGX OS (Ubuntu 24.04)", "modele": "Qwen3.8-Flash-Next-NVFP4", "modele_hf": "RadixArk/Qwen3.8-Flash-Next-NVFP4", "parametres_milliards": 180, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.1.dev20073+g8e685d198", "quantification": "NVFP4", "debit_sortie_tokens_s": 40.93, "ttft_ms": null, "contexte_tokens": 1048576, "taille_lot": 1, "vram_pointe_go": 122.1, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtiom9l9054np4015d9k30hm", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-27B-NVFP4", "modele_hf": "unsloth/Qwen3.6-27B-NVFP4", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.24.0", "quantification": "NVFP4", "debit_sortie_tokens_s": 40.1, "ttft_ms": 312, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-12", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmri5obsn016xmj01joh0exn5", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmspp9sao002xmr01zx8v1pt2", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 256, "ram_go": null, "processeur": "2x NVIDIA Grace 20-core Arm", "systeme": "DGX OS / Ubuntu Linux, two-node TP=2 cluster", "modele": "keys-DeepSeekV4-Flash-GA-0731-Dspark-Abliterated-32-32", "modele_hf": "drowzeys/keys-DeepSeekV4-Flash-GA-0731-Dspark-Abliterated-32-32", "parametres_milliards": 304, "famille_modele": "Deepseek", "moteur": "vllm", "moteur_version": "0.25.2.dev0+g752a3a504.d20260714", "quantification": "FP4+FP8+BF16-MQ", "debit_sortie_tokens_s": 39.8, "ttft_ms": 475.8, "contexte_tokens": 1048576, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-08-12", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmspus2ep005omr01qka6u6ug", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Qwen3.8-27B-NVFP4-BF16-LMHead", "modele_hf": "RadixArk/Qwen3.8-27B-NVFP4-BF16-LMHead", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "sglang", "moteur_version": "0.0.0.dev1+g5f55db35e", "quantification": "NVFP4", "debit_sortie_tokens_s": 39.71, "ttft_ms": 277.5, "contexte_tokens": 131072, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-08-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtacf5d701g6li012vr2r04n", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-35B-A3B-AWQ", "modele_hf": "QuantTrio/Qwen3.6-35B-A3B-AWQ", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": null, "quantification": "AWQ", "debit_sortie_tokens_s": 39.68, "ttft_ms": 171.3, "contexte_tokens": 131072, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cms0kbqo30072s201ootgmpyz", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Qwen3-Next-80B-A3B-Instruct-NVFP4", "modele_hf": "nvidia/Qwen3-Next-80B-A3B-Instruct-NVFP4", "parametres_milliards": 81, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.26.0", "quantification": "NVFP4", "debit_sortie_tokens_s": 39, "ttft_ms": null, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", 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"taille_lot": 1, "vram_pointe_go": 127, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-05", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr7eu1a7009tni01n3wqp3ti", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtiom9l4054kp401ibfu4mf8", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "DGX OS (Ubuntu 24.04)", "modele": "Qwen3.8-27B-NVFP4-BF16-LMHead", "modele_hf": "RadixArk/Qwen3.8-27B-NVFP4-BF16-LMHead", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "sglang", "moteur_version": null, "quantification": "NVFP4-BF16-LMHead", "debit_sortie_tokens_s": 38.5, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtiq5yf4068ep401vrmwknz4", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtiom9l4054kp401ibfu4mf8", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "DGX OS (Ubuntu 24.04)", "modele": "Qwen3.8-27B-Uncensored-NVFP4", "modele_hf": "orcarouter/Qwen3.8-27B-Uncensored-NVFP4", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.26", "quantification": "NVFP4", "debit_sortie_tokens_s": 37.7, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtiq5x260681p4014zzh4zle", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtiom9l4054kp401ibfu4mf8", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "DGX OS (Ubuntu 24.04)", "modele": "Ling-3.0-flash-int4", "modele_hf": "inclusionAI/Ling-3.0-flash-int4", "parametres_milliards": 127, "famille_modele": "", "moteur": "vllm", "moteur_version": "0.25.1.dev833+g92c104112", "quantification": "INT4", "debit_sortie_tokens_s": 37.3, "ttft_ms": null, "contexte_tokens": 131072, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtipengl066op40114rmci2w", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtiom9l4054kp401ibfu4mf8", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "DGX OS (Ubuntu 24.04)", "modele": "GLM-4.7-Flash", "modele_hf": 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256, "ram_go": null, "processeur": "", "systeme": "macOS", "modele": "DeepSeek-V4-Flash", "modele_hf": "deepseek-ai/DeepSeek-V4-Flash", "parametres_milliards": 291, "famille_modele": "Deepseek", "moteur": "vllm", "moteur_version": "0.21.1rc1.dev339+g1967a5627bc3", "quantification": "FP8", "debit_sortie_tokens_s": 36.04, "ttft_ms": 1202, "contexte_tokens": 500000, "taille_lot": 1, "vram_pointe_go": 99.2, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-28", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqxnm1uj001dpk01yh4kxuny", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmthmr5sc023ep401mzcoxosk", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", 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"classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Qwen3.5-122B-A10B-int4-AutoRound", "modele_hf": "Intel/Qwen3.5-122B-A10B-int4-AutoRound", "parametres_milliards": 122, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.23.1rc1.dev272+gb7abab517.d20260717", "quantification": "INT4", "debit_sortie_tokens_s": 33.92, "ttft_ms": 439.7, "contexte_tokens": 131072, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-07-31", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cms8cppfp00ecpf01w51chj2i", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" 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publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpunmbqq00t1mq01j3h2n7rd", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 256, "ram_go": null, "processeur": "", "systeme": "macOS", "modele": "DeepSeek-V4-Flash", "modele_hf": "deepseek-ai/DeepSeek-V4-Flash", "parametres_milliards": 291, "famille_modele": "Deepseek", "moteur": "vllm", "moteur_version": null, "quantification": "MXFP4", "debit_sortie_tokens_s": 33.4, "ttft_ms": null, "contexte_tokens": 393216, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmpunmbqv00t3mq015pzq2t6u", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmthmr5sc023ep401mzcoxosk", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "4x NVIDIA Grace 20-core Arm", "systeme": "Ubuntu 24.04.3 LTS", "modele": "DeepSeek-V4.1-Flash", "modele_hf": "deepseek-ai/DeepSeek-V4.1-Flash", "parametres_milliards": 763, "famille_modele": "Deepseek", "moteur": "vllm", "moteur_version": null, "quantification": "FP8", "debit_sortie_tokens_s": 31.7, "ttft_ms": 3327.9, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-09-13", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmu0414dl0034lq01hl8xdbs4", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtiom9l4054kp401ibfu4mf8", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "DGX OS (Ubuntu 24.04)", "modele": "GLM-5.3-Flash", "modele_hf": "zai-org/GLM-5.3-Flash", "parametres_milliards": 321, "famille_modele": "", "moteur": "vllm", "moteur_version": null, "quantification": "compressed-tensors", "debit_sortie_tokens_s": 28.37, "ttft_ms": null, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": 96.7, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtipwltg0673p401rmzlve4n", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpunmbqq00t1mq01j3h2n7rd", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 256, "ram_go": null, "processeur": "", "systeme": "macOS", "modele": "Step-3.7-Flash-NVFP4", "modele_hf": "stepfun-ai/Step-3.7-Flash-NVFP4", "parametres_milliards": 104, "famille_modele": "Opt", "moteur": "vllm", "moteur_version": "0.22.1rc1.dev124+gace95c9cf.d20260603", "quantification": "NVFP4", "debit_sortie_tokens_s": 27.44, "ttft_ms": 937.6, "contexte_tokens": 262144, "taille_lot": 8192, "vram_pointe_go": 95.47, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-23", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqqxy4sp01dgqo01o7u6dxsh", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtiom9l4054kp401ibfu4mf8", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "DGX OS (Ubuntu 24.04)", "modele": "Qwen3.8-27B-NVFP4", "modele_hf": "unsloth/Qwen3.8-27B-NVFP4", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": null, "quantification": "NVFP4", "debit_sortie_tokens_s": 27.3, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtiq5w1e067tp401cjcs38r9", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtiom9l4054kp401ibfu4mf8", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "DGX OS (Ubuntu 24.04)", "modele": "Qwen3.8-Flash-Next-GGUF", "modele_hf": "unsloth/Qwen3.8-Flash-Next-GGUF", "parametres_milliards": 180, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b10689", "quantification": "UD-IQ4_XS", "debit_sortie_tokens_s": 27.3, "ttft_ms": null, "contexte_tokens": 131072, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtipwk3a066sp401nqezeu6d", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "gemma-4-12B", "modele_hf": "google/gemma-4-12B", "parametres_milliards": 12, "famille_modele": "Gemma", "moteur": "lmstudio", "moteur_version": "2.20.1", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 25.79, "ttft_ms": 167, "contexte_tokens": 66861, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-14", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqdwa20m00n2mp01f41powhb", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmulima3z0itklq013en3u3xe", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "20-core Arm (10x Cortex-X925 + 10x Cortex-A725)", "systeme": "Ubuntu 24.04", "modele": "Qwen3.8-Flash-Next-NVFP4", "modele_hf": "nvidia/Qwen3.8-Flash-Next-NVFP4", "parametres_milliards": 180, "famille_modele": "Qwen", "moteur": "atlas", "moteur_version": "main@fdf94c759", "quantification": "NVFP4", "debit_sortie_tokens_s": 25.4, "ttft_ms": 510.6, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-09-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmulimakr0itslq01drwnq24n", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Huihui-Qwen3.6-27B-abliterated-NVFP4-MTP", "modele_hf": "sakamakismile/Huihui-Qwen3.6-27B-abliterated-NVFP4-MTP", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.23.1rc1.dev272+gb7abab517.d20260717", "quantification": "NVFP4", "debit_sortie_tokens_s": 23.97, "ttft_ms": 347.5, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-07-31", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cms8fl16i00g2pf01gjrzusn8", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmstevw4z03igms016wq1tn6s", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu (DGX OS), Linux 6.17 aarch64", "modele": "Qwen3.8-27B-NVFP4", "modele_hf": "RadixArk/Qwen3.8-27B-NVFP4", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "nightly muse-glimmer-arm64-cu130", "quantification": "NVFP4", "debit_sortie_tokens_s": 23.6, "ttft_ms": null, "contexte_tokens": 65536, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-14", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmstevw5303iims01t3pk8lbz", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-27B-Text-NVFP4-MTP", "modele_hf": "sakamakismile/Qwen3.6-27B-Text-NVFP4-MTP", "parametres_milliards": 17, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.22.1rc1.dev124+gace95c9cf.d20260603", "quantification": "NVFP4", "debit_sortie_tokens_s": 23.51, "ttft_ms": 896.8, "contexte_tokens": 262144, "taille_lot": 8192, "vram_pointe_go": 80.6, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-23", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqqxt0i601d8qo013sj0zzr0", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtiom9l4054kp401ibfu4mf8", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace 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"cmt30gjzy0l33mv014n83hann", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 256, "ram_go": null, "processeur": "Grace CPU (arm64)", "systeme": "linux", "modele": "GLM-5.3-Flash", "modele_hf": "zai-org/GLM-5.3-Flash", "parametres_milliards": 321, "famille_modele": "", "moteur": "vllm", "moteur_version": "0.1.dev20051+g487ecf187", "quantification": "EXL3-4bit", "debit_sortie_tokens_s": 19.84, "ttft_ms": 367.2, "contexte_tokens": 1000000, "taille_lot": 1, "vram_pointe_go": 105, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-08-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmte3e5yj005zlm0198m1kjcr", "source": "LocalMaxxing, API publique 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"LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "SuperHY3-abliterated-NVFP4", "modele_hf": "Jiunsong/SuperHY3-abliterated-NVFP4", "parametres_milliards": 299, "famille_modele": "", "moteur": "vllm", "moteur_version": "0.25.1.dev24+g96bb89286.d20260710", "quantification": "NVFP4", "debit_sortie_tokens_s": 19, "ttft_ms": 195.6, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 101.72, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-07-13", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrjee41802humj01va09q9a1", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-27B-PrismaSCOUT-Blackwell-NVFP4-BF16-vllm", "modele_hf": "rdtand/Qwen3.6-27B-PrismaSCOUT-Blackwell-NVFP4-BF16-vllm", "parametres_milliards": 17, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": null, "quantification": "NVFP4", "debit_sortie_tokens_s": 18.9, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-06-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqw0fns0034zqr0162k8tt93", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Qwen3.5-122B-A10B-NVFP4", "modele_hf": "RedHatAI/Qwen3.5-122B-A10B-NVFP4", "parametres_milliards": 125, "famille_modele": "Qwen", "moteur": "sglang", "moteur_version": "0.0.0.dev1+g5f55db35e", "quantification": "NVFP4", "debit_sortie_tokens_s": 16.23, "ttft_ms": 300.7, "contexte_tokens": 131072, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-20", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmu9xyrbm09anlq01808cvcwz", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtiom9l4054kp401ibfu4mf8", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "DGX OS (Ubuntu 24.04)", "modele": "Qwen3-235B-A22B-Thinking-2507", "modele_hf": "Qwen/Qwen3-235B-A22B-Thinking-2507", "parametres_milliards": 235, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.26", "quantification": "NVFP4", "debit_sortie_tokens_s": 15.97, "ttft_ms": 170, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": null, 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"contexte_tokens": 65536, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-14", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmstexahh03ioms011butavnr", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Qwythos-9B-Claude-Mythos-5-1M", "modele_hf": "empero-ai/Qwythos-9B-Claude-Mythos-5-1M", "parametres_milliards": 9, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": 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"Qwen3.8-27B-Uncensored-NVFP4", "modele_hf": "orcarouter/Qwen3.8-27B-Uncensored-NVFP4", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "sglang", "moteur_version": "0.0.0.dev1+g5f55db35e", "quantification": "NVFP4", "debit_sortie_tokens_s": 9.8, "ttft_ms": 161, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-20", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmu9xt5d909a9lq01774t7xlp", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpunmbqq00t1mq01j3h2n7rd", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 256, "ram_go": null, "processeur": "", "systeme": "macOS", "modele": "GLM-5.2-REAP-504B-GGUF", "modele_hf": "0xSero/GLM-5.2-REAP-504B-GGUF", "parametres_milliards": 504, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": "Hikari GLM5.2 fork, build 54910bd", "quantification": "Q2_K_XL", "debit_sortie_tokens_s": 7.82, "ttft_ms": 14878.2, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 103.96, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-23", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqqy3jqi01doqo01hczbgeb3", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtiom9l4054kp401ibfu4mf8", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "DGX OS (Ubuntu 24.04)", "modele": "qwen3.6-27b-apostate", "modele_hf": "heterodoxin/qwen3.6-27b-apostate", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.26", "quantification": "F16", "debit_sortie_tokens_s": 5.6, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtiq5xku0687p4011x3e3h7n", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "Qwen3.8-27B", "modele_hf": "Qwen/Qwen3.8-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "BF16", "debit_sortie_tokens_s": 4.42, "ttft_ms": 280.5, "contexte_tokens": 131072, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-20", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmu9xxcs609ailq01llndkubp", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04", "modele": "qwen-3.8-27b-abliterated", "modele_hf": "heterodoxin/qwen-3.8-27b-abliterated", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": "0.28.0", "quantification": "F16", "debit_sortie_tokens_s": 4.4, "ttft_ms": 278.3, "contexte_tokens": 131072, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-20", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmu9xniqq099vlq01h7gvigqj", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpw3cr6h003rr101f9z41zen", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": 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"LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsar5wtj000yqd01k8kdmyau", "grappe_nom": "GB10 Grace Blackwell", "classe_materiel": "Unified memory", "support": "GB10 Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "GB10 Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 768, "ram_go": null, "processeur": "", "systeme": "Ubuntu 24.04 / Ray 2.56.1 / QSFP fabric", "modele": "Kimi-K3-REAP-224experts", "modele_hf": "runrunway/Kimi-K3-REAP-224experts", "parametres_milliards": 2780, "famille_modele": "", "moteur": "vllm", "moteur_version": null, "quantification": "MXFP4", "debit_sortie_tokens_s": 2.19, "ttft_ms": 1849.9, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsar5wtv0010qd01niwlzal6", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoravxyd001gji04kh3kklth", "grappe_nom": "Gigabyte AI TOP ATOM/Spark", "classe_materiel": "Unified memory", "support": "Gigabyte AI TOP ATOM/Spark", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "Gigabyte AI TOP ATOM/Spark", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Linux", "modele": "Qwen3.6-27B-DFlash", "modele_hf": "z-lab/Qwen3.6-27B-DFlash", "parametres_milliards": 2, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": null, "quantification": "FP8", "debit_sortie_tokens_s": 62.13, "ttft_ms": 0.8, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-04", "executions_combinaison": 1, 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"executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr9zity800xaqr01dvoatdz9", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cms2jf8ek00n9s201vbkw1yci", "grappe_nom": "Grace Blackwell", "classe_materiel": "Unified memory", "support": "Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 121, "ram_go": null, "processeur": "Cortex-X925", "systeme": "linux", "modele": "Qwen3.6-35B-A3B-FP8", "modele_hf": "Qwen/Qwen3.6-35B-A3B-FP8", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "vllm", "moteur_version": null, "quantification": "FP8", "debit_sortie_tokens_s": 55.1, "ttft_ms": null, "contexte_tokens": 128000, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cms2jf8ep00nbs201idwo2afd", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cms2jf8ek00n9s201vbkw1yci", "grappe_nom": "Grace Blackwell", "classe_materiel": "Unified memory", "support": "Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 121, "ram_go": null, "processeur": "Cortex-X925", "systeme": "linux", "modele": "gpt-oss-20b", "modele_hf": "openai/gpt-oss-20b", "parametres_milliards": 21, "famille_modele": "Gpt", "moteur": "vllm", "moteur_version": null, "quantification": "FP16", "debit_sortie_tokens_s": 49.1, "ttft_ms": null, "contexte_tokens": 128000, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cms2jlahg00nns201vxbn3k7q", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmufzt6tq0bnflq01wmola9wo", "grappe_nom": "Grace Blackwell", "classe_materiel": "Unified memory", "support": "Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "NVIDIA Grace C1 (20 cores)", "systeme": "Ubuntu 24.04", "modele": "GLM-5.3-Flash-EXL3-TR3-4bpw", "modele_hf": "Mia-AiLab/GLM-5.3-Flash-EXL3-TR3-4bpw", "parametres_milliards": 321, "famille_modele": "", "moteur": "vllm", "moteur_version": null, "quantification": "exl3-4bpw", "debit_sortie_tokens_s": 45.7, "ttft_ms": 379.5, "contexte_tokens": 1000000, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", 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ghcr.io/tonyd2wild/mimo-v2.5-tp2-1m-nvfp4kv@sha256:219043cf57a42499ccc514f4de5b96f9e8e401fee47e435ba96ce06c3171f1c8; nvfp4-kv-diffkv mods copied from tonyd2wild/MiMo-V2.5-TP2-1M-NVFP4-KV-2xDGX-Spark commit 50c4ff8c119a2398c9b2016c4b50221014ccf770", "quantification": "NVFP4", "debit_sortie_tokens_s": 28.35, "ttft_ms": 1586.2, "contexte_tokens": 500000, "taille_lot": 1, "vram_pointe_go": 102.14, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-07-06", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr8n6yos00euqr01kqotgbyj", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cms2jf8ek00n9s201vbkw1yci", "grappe_nom": "Grace Blackwell", "classe_materiel": "Unified memory", "support": "Grace Blackwell", "vendeur": "NVIDIA", "famille_puce": "GB10", "variante_puce": "Grace Blackwell", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 121, "ram_go": null, "processeur": "Cortex-X925", "systeme": "linux", "modele": "Laguna-S-2.1-NVFP4", "modele_hf": "poolside/Laguna-S-2.1-NVFP4", "parametres_milliards": 118, "famille_modele": "", "moteur": "vllm", "moteur_version": null, "quantification": "NVFP4", "debit_sortie_tokens_s": 20.6, "ttft_ms": 425.9, "contexte_tokens": 128000, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cms2jjs1000nks201u493r2jh", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq1dygk200mao601tk4qax93", "grappe_nom": "M1 Max", "classe_materiel": "Unified memory", "support": "M1 Max", "vendeur": "Apple", "famille_puce": "M1", "variante_puce": "M1 Max", "nb_cartes": 1, "vram_go": null, 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64, "ram_go": null, "processeur": "Apple M1 Max", "systeme": "macOS 15.7.7", "modele": "gemma-4-26B-A4B-it-qat-GGUF", "modele_hf": "unsloth/gemma-4-26B-A4B-it-qat-GGUF", "parametres_milliards": 27, "famille_modele": "Gemma", "moteur": "ollama", "moteur_version": "0.32.1", "quantification": "UD-Q4_K_XL", "debit_sortie_tokens_s": 76.4, "ttft_ms": 49.5, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-22", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrwh645x00cunz01s98a583f", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt38y1z70lpomv01d4pyc0sj", "grappe_nom": "M1 Max", "classe_materiel": "Unified memory", "support": "M1 Max", "vendeur": "Apple", "famille_puce": "M1", "variante_puce": "M1 Max", "nb_cartes": 1, "vram_go": null, 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64, "ram_go": null, "processeur": "Apple M1 Max", "systeme": "macOS 15.7.7", "modele": "Laguna-XS-2.1-GGUF", "modele_hf": "poolside/Laguna-XS-2.1-GGUF", "parametres_milliards": 33, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": "master-e6dd0e2+pr25442-metal-f16-fix", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 62.3, "ttft_ms": 705.2, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-23", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrxivspk0090o401a8500ki3", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq1dygk200mao601tk4qax93", "grappe_nom": "M1 Max", "classe_materiel": "Unified memory", "support": "M1 Max", "vendeur": "Apple", "famille_puce": "M1", "variante_puce": "M1 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "Apple M1 Max", "systeme": "macOS 15.7.7", "modele": "Qwen3.6-35B-A3B", "modele_hf": "Qwen/Qwen3.6-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "ollama", "moteur_version": "0.32.1", "quantification": "NVFP4", "debit_sortie_tokens_s": 59.3, "ttft_ms": 47.9, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-22", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrwfvcp400bxnz01n694rdki", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq1dygk200mao601tk4qax93", "grappe_nom": "M1 Max", "classe_materiel": "Unified memory", "support": "M1 Max", "vendeur": "Apple", "famille_puce": "M1", "variante_puce": "M1 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "Apple M1 Max", "systeme": "macOS 15.7.7", "modele": "Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16", "modele_hf": "nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16", "parametres_milliards": 33, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "b9535", "quantification": "Q8_0", "debit_sortie_tokens_s": 57.86, "ttft_ms": 862.3, "contexte_tokens": 755, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmq1h6fiy00nqo601tcmkck9f", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq1dygk200mao601tk4qax93", "grappe_nom": "M1 Max", "classe_materiel": "Unified memory", "support": "M1 Max", "vendeur": "Apple", "famille_puce": "M1", "variante_puce": "M1 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "Apple M1 Max", "systeme": "macOS 15.7.7", "modele": "nvidia_Nemotron-Cascade-2-30B-A3B-GGUF", "modele_hf": "bartowski/nvidia_Nemotron-Cascade-2-30B-A3B-GGUF", "parametres_milliards": 30, "famille_modele": "", "moteur": "ollama", "moteur_version": "0.32.1", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 57.5, "ttft_ms": 50.2, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-22", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrwh62u000clnz01z5xtctyx", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq1dygk200mao601tk4qax93", "grappe_nom": "M1 Max", "classe_materiel": "Unified memory", "support": "M1 Max", "vendeur": "Apple", "famille_puce": "M1", "variante_puce": "M1 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "Apple M1 Max", "systeme": "macOS 15.7.7", "modele": "Gemma-4-26B-A4B-NVFP4", "modele_hf": "nvidia/Gemma-4-26B-A4B-NVFP4", "parametres_milliards": 14, "famille_modele": "Gemma", "moteur": "ollama", "moteur_version": "0.32.1", "quantification": "NVFP4", "debit_sortie_tokens_s": 52.7, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-22", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrwfv9ue00banz01h4v9vlxd", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq1dygk200mao601tk4qax93", "grappe_nom": "M1 Max", "classe_materiel": "Unified memory", "support": "M1 Max", "vendeur": "Apple", "famille_puce": "M1", "variante_puce": "M1 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "Apple M1 Max", "systeme": "macOS 15.7.7", "modele": "gemma-4-26B-A4B-it", "modele_hf": "google/gemma-4-26B-A4B-it", "parametres_milliards": 27, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "b9535", "quantification": "Q8_0", "debit_sortie_tokens_s": 51.34, "ttft_ms": 847.6, "contexte_tokens": 794, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmq1h2rvb00nio601rq1ohzam", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq1dygk200mao601tk4qax93", "grappe_nom": "M1 Max", "classe_materiel": "Unified memory", "support": "M1 Max", "vendeur": "Apple", "famille_puce": "M1", "variante_puce": "M1 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "Apple M1 Max", "systeme": "macOS 15.7.7", "modele": "Llama-3.2-3B-Instruct", "modele_hf": "meta-llama/Llama-3.2-3B-Instruct", "parametres_milliards": 3, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": "b9535", "quantification": "BF16", "debit_sortie_tokens_s": 50.92, "ttft_ms": null, "contexte_tokens": 640, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmq1dygk600mco601ugevjjt7", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq1dygk200mao601tk4qax93", "grappe_nom": "M1 Max", "classe_materiel": "Unified memory", "support": "M1 Max", "vendeur": "Apple", "famille_puce": "M1", "variante_puce": "M1 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "Apple M1 Max", "systeme": "macOS 15.7.7", "modele": "Qwen2.5-7B-Instruct", "modele_hf": "Qwen/Qwen2.5-7B-Instruct", "parametres_milliards": 7, "famille_modele": "Qwen", "moteur": "ollama", "moteur_version": "0.32.1", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 48.7, "ttft_ms": 29.5, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-22", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrwfvajs00bjnz01zhdm515y", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq1dygk200mao601tk4qax93", "grappe_nom": "M1 Max", "classe_materiel": "Unified memory", "support": "M1 Max", "vendeur": "Apple", "famille_puce": "M1", "variante_puce": "M1 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "Apple M1 Max", "systeme": "macOS 15.7.7", "modele": "gemma-4-26B-A4B-it", "modele_hf": "google/gemma-4-26B-A4B-it", "parametres_milliards": 27, "famille_modele": "Gemma", "moteur": "ollama", "moteur_version": "0.32.1", "quantification": "Q8_0", "debit_sortie_tokens_s": 46.6, "ttft_ms": 76.8, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-22", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrwfv8kz00asnz01ooz7okoz", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq1dygk200mao601tk4qax93", "grappe_nom": "M1 Max", "classe_materiel": "Unified memory", "support": "M1 Max", "vendeur": "Apple", "famille_puce": "M1", "variante_puce": "M1 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "Apple M1 Max", "systeme": "macOS 15.7.7", "modele": "Mistral-Nemo-Instruct-2407", "modele_hf": "mistralai/Mistral-Nemo-Instruct-2407", "parametres_milliards": 12, "famille_modele": "Mistral", "moteur": "ollama", "moteur_version": "0.32.1", "quantification": "Q4_0", "debit_sortie_tokens_s": 41.1, "ttft_ms": 33.7, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-22", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrwfv9au00b2nz01cbz6v2q6", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq1dygk200mao601tk4qax93", "grappe_nom": "M1 Max", "classe_materiel": "Unified memory", "support": "M1 Max", "vendeur": "Apple", "famille_puce": "M1", "variante_puce": "M1 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "Apple M1 Max", "systeme": "macOS 15.7.7", "modele": "Qwen3-14B", "modele_hf": "Qwen/Qwen3-14B", "parametres_milliards": 14, "famille_modele": "Qwen", "moteur": "ollama", "moteur_version": "0.32.1", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 24.8, "ttft_ms": 50.5, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-22", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrwfvav900bmnz01jrydfz5e", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq1dygk200mao601tk4qax93", "grappe_nom": "M1 Max", "classe_materiel": "Unified memory", "support": "M1 Max", "vendeur": "Apple", "famille_puce": "M1", "variante_puce": "M1 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "Apple M1 Max", "systeme": "macOS 15.7.7", "modele": "gemma-4-12B-it", "modele_hf": "google/gemma-4-12B-it", "parametres_milliards": 12, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "b9535", "quantification": "BF16", "debit_sortie_tokens_s": 13.98, "ttft_ms": 2324.3, "contexte_tokens": 794, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmq1h1l1j00ndo601apxmer4p", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq1dygk200mao601tk4qax93", "grappe_nom": "M1 Max", "classe_materiel": "Unified memory", "support": "M1 Max", "vendeur": "Apple", "famille_puce": "M1", "variante_puce": "M1 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "Apple M1 Max", "systeme": "macOS 15.7.7", "modele": "Qwen3.6-27B", "modele_hf": "Qwen/Qwen3.6-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b9535", "quantification": "Q8_0", "debit_sortie_tokens_s": 11.34, "ttft_ms": 3972.7, "contexte_tokens": 787, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmq1h593j00nlo601k4h8lbgv", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq1dygk200mao601tk4qax93", "grappe_nom": "M1 Max", "classe_materiel": "Unified memory", "support": "M1 Max", "vendeur": "Apple", "famille_puce": "M1", "variante_puce": "M1 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "Apple M1 Max", "systeme": "macOS 15.7.7", "modele": "Mistral-Small-3.2-24B-Instruct-2506", "modele_hf": "mistralai/Mistral-Small-3.2-24B-Instruct-2506", "parametres_milliards": 24, "famille_modele": "Mistral", "moteur": "ollama", "moteur_version": "0.32.1", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 11.2, "ttft_ms": 88.2, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-22", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrwfv9kw00b6nz01dq124w52", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq1dygk200mao601tk4qax93", "grappe_nom": "M1 Max", "classe_materiel": "Unified memory", "support": "M1 Max", "vendeur": "Apple", "famille_puce": "M1", "variante_puce": "M1 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "Apple M1 Max", "systeme": "macOS 15.7.7", "modele": "Qwen3-32B", "modele_hf": "Qwen/Qwen3-32B", "parametres_milliards": 33, "famille_modele": "Qwen", "moteur": "ollama", "moteur_version": "0.32.1", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 9, "ttft_ms": 113.6, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-22", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrwfvceq00bsnz0123uy43ft", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq1dygk200mao601tk4qax93", "grappe_nom": "M1 Max", "classe_materiel": "Unified memory", "support": "M1 Max", "vendeur": "Apple", "famille_puce": "M1", "variante_puce": "M1 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "Apple M1 Max", "systeme": "macOS 15.7.7", "modele": "gemma-4-31B-it", "modele_hf": "google/gemma-4-31B-it", "parametres_milliards": 33, "famille_modele": "Gemma", "moteur": "ollama", "moteur_version": "0.32.1", "quantification": "Q8_0", "debit_sortie_tokens_s": 8.4, "ttft_ms": 287, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-22", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrwfv8vo00avnz01zq12nj1v", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq1dygk200mao601tk4qax93", "grappe_nom": "M1 Max", "classe_materiel": "Unified memory", "support": "M1 Max", "vendeur": "Apple", "famille_puce": "M1", "variante_puce": "M1 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "Apple M1 Max", "systeme": "macOS 15.7.7", "modele": "BTL-3-Compact", "modele_hf": "badtheorylabs/BTL-3-Compact", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "ollama", "moteur_version": "btl3-bridge-0.1.0+fork-34db15e", "quantification": "AVQ2", "debit_sortie_tokens_s": 3.8, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-23", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrxro2bb00xgo40123p5948v", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq1dygk200mao601tk4qax93", "grappe_nom": "M1 Max", "classe_materiel": "Unified memory", "support": "M1 Max", "vendeur": "Apple", "famille_puce": "M1", "variante_puce": "M1 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "Apple M1 Max", "systeme": "macOS 15.7.7", "modele": "BTL-3-Compact", "modele_hf": "badtheorylabs/BTL-3-Compact", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "btl3-fork-34db15e", "quantification": "AVQ2", "debit_sortie_tokens_s": 3.78, "ttft_ms": 107563, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-23", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrxr3rz900wjo4010q4gt3uj", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt5x6l9903q3pu01qaps2lrz", "grappe_nom": "M1 Pro", "classe_materiel": "Unified memory", "support": "M1 Pro", "vendeur": "Apple", "famille_puce": "M1", "variante_puce": "M1 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 32, "ram_go": null, "processeur": "Apple M1 Pro", "systeme": "darwin", "modele": "Ornith-1.5-35B-A3B-GGUF", "modele_hf": "bartowski/Ornith-1.5-35B-A3B-GGUF", "parametres_milliards": 36, "famille_modele": "", "moteur": "ollama", "moteur_version": null, "quantification": "IQ4_XS", "debit_sortie_tokens_s": 32.2, "ttft_ms": 95.5, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-23", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt5x6l9h03q6pu01mu2jk7xy", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsw0uelb08h6ms01awzjz5cy", "grappe_nom": "M1 Pro", "classe_materiel": "Unified memory", "support": "M1 Pro", "vendeur": "Apple", "famille_puce": "M1", "variante_puce": "M1 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 32, "ram_go": null, "processeur": "Apple M1 Pro", "systeme": "macOS 15 Sequoia", "modele": "Qwen3.8-27B-MTPLX-Optimized-Speed-FP16", "modele_hf": "Youssofal/Qwen3.8-27B-MTPLX-Optimized-Speed-FP16", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": null, "quantification": "FP16", "debit_sortie_tokens_s": 11.1, "ttft_ms": 7000, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": 26, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "oui", "date_mesure": "2026-08-16", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsw0uelg08h8ms01yurxaa10", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmog1jlxz000kij04mla50lvb", "grappe_nom": "M2 Pro", "classe_materiel": "Unified memory", "support": "M2 Pro", "vendeur": "Apple", "famille_puce": "M2", "variante_puce": "M2 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 16, "ram_go": null, "processeur": "", "systeme": "macOS 26.3.1", "modele": "Qwen3.5-9B-4bit", "modele_hf": "mlx-community/Qwen3.5-9B-4bit", "parametres_milliards": 9, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": null, "quantification": "INT4", "debit_sortie_tokens_s": 33, "ttft_ms": 1400, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmog1jm00000mij04vozvt6j7", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtlvnvca00u3oe017kbbn1e2", "grappe_nom": "M3", "classe_materiel": "Unified memory", "support": "M3", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "macOS", "modele": "DeepSeek-V4-Flash-0731", "modele_hf": "deepseek-ai/DeepSeek-V4-Flash-0731", "parametres_milliards": 304, "famille_modele": "Deepseek", "moteur": "dwarfstar", "moteur_version": null, "quantification": "Q2_K_L", "debit_sortie_tokens_s": 23.3, "ttft_ms": 21.1, "contexte_tokens": 393216, "taille_lot": 1, "vram_pointe_go": 87.13, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtlvnvce00u5oe012m542wme", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofn9xbd000tkv04s2b6lrho", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "", "systeme": "macOS 15.4", "modele": "Qwen3-1.7B", "modele_hf": "Qwen/Qwen3-1.7B", "parametres_milliards": 2, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 213.01, "ttft_ms": 23.9, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqwfc3xt03epqr01hnsxtixd", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofn9xbd000tkv04s2b6lrho", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "", "systeme": "macOS 15.4", "modele": "Nemotron-Cascade-2-30B-A3B", "modele_hf": "nvidia/Nemotron-Cascade-2-30B-A3B", "parametres_milliards": 32, "famille_modele": "", "moteur": "mlx", "moteur_version": "0.31.2", "quantification": "4bit", "debit_sortie_tokens_s": 140.8, "ttft_ms": 1308, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofs05630006jr043itum7rk", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofn9xbd000tkv04s2b6lrho", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "", "systeme": "macOS 15.4", "modele": "gemma-3-4b-it", "modele_hf": "google/gemma-3-4b-it", "parametres_milliards": 4, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 127.15, "ttft_ms": 184.9, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-23", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqpwubh900u5qo01vedtzx2t", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofn9xbd000tkv04s2b6lrho", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "", "systeme": "macOS 15.4", "modele": "Qwen3-30B-A3B", "modele_hf": "Qwen/Qwen3-30B-A3B", "parametres_milliards": 30, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 101.95, "ttft_ms": 76, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmosdr72m0005l50423g2a02c", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofn9xbd000tkv04s2b6lrho", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "", "systeme": "macOS 15.4", "modele": "Qwen3-Coder-30B-A3B-Instruct", "modele_hf": "Qwen/Qwen3-Coder-30B-A3B-Instruct", "parametres_milliards": 31, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 100, "ttft_ms": 79.4, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-04", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoqlsqkp0009jm04fxywoea3", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtevd91t008ln001xb6mo7wd", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "Apple M3 Ultra", "systeme": "macOS 26.5.1", "modele": "gemma-4-26B-A4B-it", "modele_hf": "google/gemma-4-26B-A4B-it", "parametres_milliards": 27, "famille_modele": "Gemma", "moteur": "mlx", "moteur_version": null, "quantification": "INT4", "debit_sortie_tokens_s": 98.9, "ttft_ms": 258.6, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-29", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtewu2wc00b5n001pty9jo2z", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofn9xbd000tkv04s2b6lrho", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "", "systeme": "macOS 15.4", "modele": "gemma-4-26b-a4b-it-4bit", "modele_hf": "mlx-community/gemma-4-26b-a4b-it-4bit", "parametres_milliards": 26, "famille_modele": "Gemma", "moteur": "mlx", "moteur_version": "0.31.2", "quantification": "4bit", "debit_sortie_tokens_s": 96.71, "ttft_ms": 145, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofnhpmi0006l50472qditti", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofn9xbd000tkv04s2b6lrho", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "", "systeme": "macOS 15.4", "modele": "Nemotron-Cascade-2-30B-A3B", "modele_hf": "nvidia/Nemotron-Cascade-2-30B-A3B", "parametres_milliards": 32, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 95.41, "ttft_ms": 130.7, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-02", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoocc0xt001fjp04cxi5ii4q", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofn9xbd000tkv04s2b6lrho", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "", "systeme": "macOS 15.4", "modele": "Ornith-1.0-35B", "modele_hf": "ornith-ai/Ornith-1.0-35B", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 89.06, "ttft_ms": 110.9, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqv9afov02krqr012eaowanb", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofn9xbd000tkv04s2b6lrho", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "", "systeme": "macOS 15.4", "modele": "Qwen3-8B-GGUF", "modele_hf": "Qwen/Qwen3-8B-GGUF", "parametres_milliards": 8, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 88.25, "ttft_ms": 5801.8, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmogns0yz0008jv042uh8y8fu", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofn9xbd000tkv04s2b6lrho", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "", "systeme": "macOS 15.4", "modele": "Qwen3.6-35B-A3B", "modele_hf": "unsloth/Qwen3.6-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "lmstudio", "moteur_version": "0.3.x", "quantification": "3bit-MLX", "debit_sortie_tokens_s": 84.61, "ttft_ms": 224.2, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofnop07000al50478uvyf65", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofn9xbd000tkv04s2b6lrho", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "", "systeme": "macOS 15.4", "modele": "Ornith-1.0-9B", "modele_hf": "ornith-ai/Ornith-1.0-9B", "parametres_milliards": 9, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 77.52, "ttft_ms": 103.7, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqv8uq9t02kmqr01gu72gd0a", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofn9xbd000tkv04s2b6lrho", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "", "systeme": "macOS 15.4", "modele": "Qwen3-Coder-Next", "modele_hf": "unsloth/Qwen3-Coder-Next", "parametres_milliards": null, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8920", "quantification": "Q5_K_XL", "debit_sortie_tokens_s": 57.14, "ttft_ms": 175.5, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofnviki000ll704ogjm0ei2", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtevd91t008ln001xb6mo7wd", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "Apple M3 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15.4", "modele": "Mistral-Small-3.2-24B-Instruct-2506", "modele_hf": "mistralai/Mistral-Small-3.2-24B-Instruct-2506", "parametres_milliards": 24, "famille_modele": "Mistral", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 39.58, "ttft_ms": 129.5, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-14", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmp5gccsz0092o301ley1s3pl", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofn9xbd000tkv04s2b6lrho", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "", "systeme": "macOS 15.4", "modele": "Devstral-Small-2505", "modele_hf": "mistralai/Devstral-Small-2505", "parametres_milliards": 24, "famille_modele": "Mistral", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 39.44, "ttft_ms": 126, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-16", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmp7maldm00b6o401ibmjj5ms", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmszmr4th0e7dms01i3uchq4a", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 96, "ram_go": null, "processeur": "28-core (20 performance, 8 efficiency)", "systeme": "macOS 26.4", "modele": "Huihui-Qwen3.8-27B-abliterated-mlx-8Bit", "modele_hf": "ailexleon/Huihui-Qwen3.8-27B-abliterated-mlx-8Bit", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": "oMLX 0.6.1", "quantification": "MLX-8bit", "debit_sortie_tokens_s": 38.3, "ttft_ms": null, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-08-19", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmszmr4tl0e7gms0182h6xxfw", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmti85xin02kap401wj388xyl", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 96, "ram_go": null, "processeur": "Apple M3 Ultra (28-core CPU)", "systeme": "macOS 26.4", "modele": "Qwen3.8-Flash-Next-oQ4e-mtp", "modele_hf": "Jundot/Qwen3.8-Flash-Next-oQ4e-mtp", "parametres_milliards": 180, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": "oMLX 0.6.4", "quantification": "MLX-oQ4e", "debit_sortie_tokens_s": 38.1, "ttft_ms": 1150.3, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-09-02", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtk5446l03ogp701qhjuheiu", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofn9xbd000tkv04s2b6lrho", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "", "systeme": "macOS 15.4", "modele": "DeepSeek-V4-Flash", "modele_hf": "deepseek-ai/DeepSeek-V4-Flash", "parametres_milliards": 291, "famille_modele": "Deepseek", "moteur": "mlx", "moteur_version": null, "quantification": "IQ2XXS", "debit_sortie_tokens_s": 33, "ttft_ms": 300, "contexte_tokens": 16384, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-30", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr0s4bwb00qdld010ax1thwh", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtevd91t008ln001xb6mo7wd", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "Apple M3 Ultra", "systeme": "macOS 26.5.1", "modele": "GLM-5.3-Flash", "modele_hf": "zai-org/GLM-5.3-Flash", "parametres_milliards": 321, "famille_modele": "", "moteur": "mlx", "moteur_version": null, "quantification": "INT4", "debit_sortie_tokens_s": 32.9, "ttft_ms": 1667.4, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtipc711066gp401ddtg1b3p", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofn9xbd000tkv04s2b6lrho", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "", "systeme": "macOS 15.4", "modele": "Qwen3.6-27B", "modele_hf": "unsloth/Qwen3.6-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 27.45, "ttft_ms": 316.2, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-05", "executions_combinaison": 3, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmosdf7mh0001jv04b7msa20p", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofn9xbd000tkv04s2b6lrho", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 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"nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "", "systeme": "macOS 15.4", "modele": "GLM-5.2-Alis-MLX-Dynamic-2.56bpw", "modele_hf": "avlp12/GLM-5.2-Alis-MLX-Dynamic-2.56bpw", "parametres_milliards": 753, "famille_modele": "", "moteur": "mlx", "moteur_version": "avlp12/mlx-lm glm-5.2-dsa-inference", "quantification": "2.56bpw-mixed", "debit_sortie_tokens_s": 20.48, "ttft_ms": null, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 245.5, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-06", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr8pgamw00g1qr011f5a05x7", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofn9xbd000tkv04s2b6lrho", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "", "systeme": "macOS 15.4", "modele": "GLM-5.2-Alis-MLX-Dynamic-2.3bpw", "modele_hf": "avlp12/GLM-5.2-Alis-MLX-Dynamic-2.3bpw", "parametres_milliards": 753, "famille_modele": "", "moteur": "mlx", "moteur_version": null, "quantification": "MLX-2.32bpw-dynamic", "debit_sortie_tokens_s": 19.8, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 222.873, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-12", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrh9c6fh00d6mj01e5r99trk", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofn9xbd000tkv04s2b6lrho", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "", "systeme": "macOS 15.4", "modele": "GLM-5.2-Alis-MLX-Dynamic-2.56bpw", "modele_hf": "avlp12/GLM-5.2-Alis-MLX-Dynamic-2.56bpw", "parametres_milliards": 753, "famille_modele": "", "moteur": "mlx", "moteur_version": null, "quantification": "MLX-2.56bpw-dynamic", "debit_sortie_tokens_s": 19.72, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 245.522, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-14", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrknbajv04i7mj01poovys4a", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofn9xbd000tkv04s2b6lrho", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "", "systeme": "macOS 15.4", "modele": "Qwen3.6-27B", "modele_hf": "unsloth/Qwen3.6-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "lmstudio", "moteur_version": "0.3.x", "quantification": "8bit-MLX", "debit_sortie_tokens_s": 18.52, "ttft_ms": 574.2, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofop686000tl704li70hgy1", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofn9xbd000tkv04s2b6lrho", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "", "systeme": "macOS 15.4", "modele": "GLM-5.2-Alis-MLX-Dynamic-3.5bpw", "modele_hf": "avlp12/GLM-5.2-Alis-MLX-Dynamic-3.5bpw", "parametres_milliards": 753, "famille_modele": "", "moteur": "mlx", "moteur_version": "avlp12/mlx-lm glm-5.2-dsa-inference", "quantification": "3.5bpw-mixed", "debit_sortie_tokens_s": 18.48, "ttft_ms": null, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 336.1, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-06", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr8pevr600frqr015cqyge4n", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtevd91t008ln001xb6mo7wd", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "Apple M3 Ultra", "systeme": "macOS 26.5.1", "modele": "Qwen3-235B-A22B-Thinking-2507", "modele_hf": "Qwen/Qwen3-235B-A22B-Thinking-2507", "parametres_milliards": 235, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": null, "quantification": "INT4", "debit_sortie_tokens_s": 17.5, "ttft_ms": 3349.9, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-29", "executions_combinaison": 3, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtexa40u00bdn001g5h1qak0", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtevd91t008ln001xb6mo7wd", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "Apple M3 Ultra", "systeme": "macOS 26.5.1", "modele": "Qwen3.8-Flash-Next", "modele_hf": "Qwen/Qwen3.8-Flash-Next", "parametres_milliards": 180, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": null, "quantification": "INT4", "debit_sortie_tokens_s": 14.8, "ttft_ms": 2006.1, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-29", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtexccjm00bgn0011lvaqdyi", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofn9xbd000tkv04s2b6lrho", "grappe_nom": "M3 Ultra", "classe_materiel": "Unified memory", "support": "M3 Ultra", "vendeur": "Apple", "famille_puce": "M3", "variante_puce": "M3 Ultra", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 512, "ram_go": null, "processeur": "", "systeme": "macOS 15.4", "modele": "GLM-5.2-MLX-mixed-3_6bit", "modele_hf": "pipenetwork/GLM-5.2-MLX-mixed-3_6bit", "parametres_milliards": 743, "famille_modele": "", "moteur": "mlx", "moteur_version": null, "quantification": "mixed-3_6bit", "debit_sortie_tokens_s": 14.8, "ttft_ms": 80062, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-19", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqkshaz80102nv01k4pozupb", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmrpx3tiz05m4lg0163keoy94", "grappe_nom": "M4", "classe_materiel": "Unified memory", "support": "M4", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "M4", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 16, "ram_go": null, "processeur": "Apple M4", "systeme": "macOS 26.5.1", "modele": "Bonsai-27B-mlx-1bit", "modele_hf": "prism-ml/Bonsai-27B-mlx-1bit", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": null, "quantification": "MLX-binary-1.125bpw", "debit_sortie_tokens_s": 21.57, "ttft_ms": null, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 4.538, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-18", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrpx3voy05mnlg0131ljt8rf", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmrpx3tiz05m4lg0163keoy94", "grappe_nom": "M4", "classe_materiel": "Unified memory", "support": "M4", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "M4", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 16, "ram_go": null, "processeur": "Apple M4", "systeme": "macOS 26.5.1", "modele": "Ornith-1.0-9B-4bit", "modele_hf": "mlx-community/Ornith-1.0-9B-4bit", "parametres_milliards": 0, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": null, "quantification": "MLX-4bit", "debit_sortie_tokens_s": 20.4, "ttft_ms": 1287.9, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 9.664, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-18", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrpx3tjb05m7lg01mbcklknz", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmrpx3tiz05m4lg0163keoy94", "grappe_nom": "M4", "classe_materiel": "Unified memory", "support": "M4", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "M4", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 16, "ram_go": null, "processeur": "Apple M4", "systeme": "macOS 26.5.1", "modele": "Ternary-Bonsai-27B-mlx-2bit", "modele_hf": "prism-ml/Ternary-Bonsai-27B-mlx-2bit", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": null, "quantification": "MLX-ternary-1.71bpw", "debit_sortie_tokens_s": 12.74, "ttft_ms": null, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 9.888, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-18", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrpx3ulh05mflg01xvhwmzre", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofi32pw000pjx04g3is0rif", "grappe_nom": "M4 Max", "classe_materiel": "Unified memory", "support": "M4 Max", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "M4 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "Apple M4 Max 16-core CPU / 40-core GPU", "systeme": "macOS 26.4 build 25E246", "modele": "Qwen3.6-35B-A3B-UD-Q8_K_XL-mlx", "modele_hf": "Brooooooklyn/Qwen3.6-35B-A3B-UD-Q8_K_XL-mlx", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": "@mlx-node/lm 0.0.7", "quantification": "Q8_K_XL", "debit_sortie_tokens_s": 83.35, "ttft_ms": 105.8, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": 22, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoh6rfig000mju04hf34f6re", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmuk4xaa70eaflq01i8gjczq4", "grappe_nom": "M4 Max", "classe_materiel": "Unified memory", "support": "M4 Max", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "M4 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "macOS 26.5", "modele": "MiniCPM5-2B-GGUF", "modele_hf": "openbmb/MiniCPM5-2B-GGUF", "parametres_milliards": 2, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": "b10853", "quantification": "Q8_0", "debit_sortie_tokens_s": 39.1, "ttft_ms": 636.3, "contexte_tokens": 131072, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmuk54dli0eaulq01iwslv021", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmuk4xaa70eaflq01i8gjczq4", "grappe_nom": "M4 Max", "classe_materiel": "Unified memory", "support": "M4 Max", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "M4 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "macOS 26.5", "modele": "gemma-4-E4B-it-GGUF", "modele_hf": "unsloth/gemma-4-E4B-it-GGUF", "parametres_milliards": 4, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "b10853", "quantification": "Q5_K_M", "debit_sortie_tokens_s": 24.9, "ttft_ms": 1655.6, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmuk4xaak0eailq010x0u0wdw", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmuk4xaa70eaflq01i8gjczq4", "grappe_nom": "M4 Max", "classe_materiel": "Unified memory", "support": "M4 Max", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "M4 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "macOS 26.5", "modele": "Spark-X2.5-4B-GGUF", "modele_hf": "XHToken/Spark-X2.5-4B-GGUF", "parametres_milliards": 4, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": "b10853", "quantification": "Q8_0", "debit_sortie_tokens_s": 24.5, "ttft_ms": 1424.2, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmuk5268k0eaplq018q3inyt4", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoj30pze0008l704htjr5pqd", "grappe_nom": "M4 Max", "classe_materiel": "Unified memory", "support": "M4 Max", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "M4 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 48, "ram_go": null, "processeur": "", "systeme": "26.1", "modele": "Qwen3.6-27B", "modele_hf": "unsloth/Qwen3.6-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "lmstudio", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 21.84, "ttft_ms": 0.8, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoj30q1i000al704r6kdoz7d", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofi32pw000pjx04g3is0rif", "grappe_nom": "M4 Max", "classe_materiel": "Unified memory", "support": "M4 Max", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "M4 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "Apple M4 Max 16-core CPU / 40-core GPU", "systeme": "macOS 26.4 build 25E246", "modele": "Qwen3.6-27B-UD-MLX-4bit", "modele_hf": "unsloth/Qwen3.6-27B-UD-MLX-4bit", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": "mlx-lm 0.31.3 / mlx 0.31.2 / mlx-metal 0.31.2", "quantification": "int4", "debit_sortie_tokens_s": 18.43, "ttft_ms": 676, "contexte_tokens": 6128, "taille_lot": 1, "vram_pointe_go": 25.896, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofia1vo0009l7048w39brkk", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmuk4xaa70eaflq01i8gjczq4", "grappe_nom": "M4 Max", "classe_materiel": "Unified memory", "support": "M4 Max", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "M4 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "macOS 26.5", "modele": "Qwen3.5-9B-GGUF", "modele_hf": "unsloth/Qwen3.5-9B-GGUF", "parametres_milliards": 9, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b10853", "quantification": "Q8_0", "debit_sortie_tokens_s": 13.1, "ttft_ms": 2601.6, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmuk4zk3b0eamlq01ikfk89e4", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmuk4xaa70eaflq01i8gjczq4", "grappe_nom": "M4 Max", "classe_materiel": "Unified memory", "support": "M4 Max", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "M4 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "macOS 26.5", "modele": "Ornith-1.5-9B", "modele_hf": "ornith-ai/Ornith-1.5-9B", "parametres_milliards": 10, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b10853", "quantification": "F16", "debit_sortie_tokens_s": 9.2, "ttft_ms": 2971.7, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmuk58uju0eaylq01plh7cytw", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsqpkxek00pxmr01bcczl0bi", "grappe_nom": "M4 Pro", "classe_materiel": "Unified memory", "support": "M4 Pro", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "M4 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 48, "ram_go": null, "processeur": "Apple M4 Pro", "systeme": "darwin", "modele": "LFM2.5-2.6B-OptiQ-4bit", "modele_hf": "mlx-community/LFM2.5-2.6B-OptiQ-4bit", "parametres_milliards": 3, "famille_modele": "Opt", "moteur": "lmstudio", "moteur_version": "0.4.20+1", "quantification": "MLX-4bit", "debit_sortie_tokens_s": 106.6, "ttft_ms": 497, "contexte_tokens": 64000, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-12", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsqqubai00q8mr01lfuonow0", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqw17uqt035lqr01izhx7z0f", "grappe_nom": "M4 Pro", "classe_materiel": "Unified memory", "support": "M4 Pro", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "M4 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 48, "ram_go": null, "processeur": "", "systeme": "macOS", "modele": "gemma-4-26B-A4B-it-QAT-MLX-4bit", "modele_hf": "lmstudio-community/gemma-4-26B-A4B-it-QAT-MLX-4bit", "parametres_milliards": 26, "famille_modele": "Gemma", "moteur": "mlx", "moteur_version": "0.31.3", "quantification": "MLX-4bit", "debit_sortie_tokens_s": 65.35, "ttft_ms": null, "contexte_tokens": 2176, "taille_lot": 1, "vram_pointe_go": 15.74, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqw2nbhr036tqr01x5x4dln8", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsqpkxek00pxmr01bcczl0bi", "grappe_nom": "M4 Pro", "classe_materiel": "Unified memory", "support": "M4 Pro", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "M4 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 48, "ram_go": null, "processeur": "Apple M4 Pro", "systeme": "darwin", "modele": "Qwen3.6-35B-A3B-OptiQ-4bit", "modele_hf": "mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "lmstudio", "moteur_version": "0.4.20+1", "quantification": "MLX-4bit", "debit_sortie_tokens_s": 61.4, "ttft_ms": 762, "contexte_tokens": 154112, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-13", 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"executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsmi0yui0033o001nx5g426q", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsqpkxek00pxmr01bcczl0bi", "grappe_nom": "M4 Pro", "classe_materiel": "Unified memory", "support": "M4 Pro", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "M4 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 48, "ram_go": null, "processeur": "Apple M4 Pro", "systeme": "darwin", "modele": "NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF", "modele_hf": "bartowski/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF", "parametres_milliards": 32, "famille_modele": "", "moteur": "lmstudio", "moteur_version": "0.4.20+1", "quantification": "Q5_K_M", "debit_sortie_tokens_s": 49.2, "ttft_ms": 1140.7, "contexte_tokens": 64000, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-13", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsqri91u00qomr01tr6ckfzy", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsqpkxek00pxmr01bcczl0bi", "grappe_nom": "M4 Pro", "classe_materiel": "Unified memory", "support": "M4 Pro", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "M4 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 48, "ram_go": null, "processeur": "Apple M4 Pro", "systeme": "darwin", "modele": "Qwen3.5-4B-MLX-8bit", "modele_hf": "mlx-community/Qwen3.5-4B-MLX-8bit", "parametres_milliards": 2, "famille_modele": "Qwen", "moteur": "lmstudio", "moteur_version": "0.4.20+1", "quantification": "MLX-8bit", "debit_sortie_tokens_s": 49, "ttft_ms": 736, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-13", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsqri9h200qvmr01wcj8yjo5", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqw17uqt035lqr01izhx7z0f", "grappe_nom": "M4 Pro", "classe_materiel": "Unified memory", "support": "M4 Pro", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "M4 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 48, "ram_go": null, "processeur": "", "systeme": "macOS", "modele": "Qwen3.5-4B-MLX-8bit", "modele_hf": "mlx-community/Qwen3.5-4B-MLX-8bit", "parametres_milliards": 2, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": "0.31.3", "quantification": "MLX-8bit", "debit_sortie_tokens_s": 47.78, "ttft_ms": null, "contexte_tokens": 2176, "taille_lot": 1, "vram_pointe_go": 6.198, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqw2fmdq036nqr01afl6qpwv", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtot1nhy011bn701zi3w27e4", "grappe_nom": "M4 Pro", "classe_materiel": "Unified memory", "support": "M4 Pro", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "M4 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "Apple M4 Pro", "systeme": "darwin", "modele": "Qwen3.8-27B-GGUF", "modele_hf": "unsloth/Qwen3.8-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 47.2, "ttft_ms": 373.4, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtot1ni4011dn701j1b0yay1", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqw17uqt035lqr01izhx7z0f", "grappe_nom": "M4 Pro", "classe_materiel": "Unified memory", "support": "M4 Pro", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "M4 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 48, "ram_go": null, "processeur": "", "systeme": "macOS", "modele": "Qwen3.6-35B-A3B-GGUF", "modele_hf": "unsloth/Qwen3.6-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "build: 3fc4e1052", "quantification": "Q4_K_XL", "debit_sortie_tokens_s": 47.12, "ttft_ms": null, "contexte_tokens": 640, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-27", 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"executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsmirqfh003co001xj4k0jgm", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqw17uqt035lqr01izhx7z0f", "grappe_nom": "M4 Pro", "classe_materiel": "Unified memory", "support": "M4 Pro", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "M4 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 48, "ram_go": null, "processeur": "", "systeme": "macOS", "modele": "Qwen3.6-27B-GGUF", "modele_hf": "unsloth/Qwen3.6-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "build: 3fc4e1052", "quantification": "Q4_K_XL", "debit_sortie_tokens_s": 11.99, "ttft_ms": null, "contexte_tokens": 640, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqw1n3wx0360qr0199fgmgv1", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmrdkfqko00moo401jf5t61eh", "grappe_nom": "M5", "classe_materiel": "Unified memory", "support": "M5", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 32, "ram_go": null, "processeur": "", "systeme": "macOS", "modele": "Qwen3.6-35B-A3B-GGUF", "modele_hf": "unsloth/Qwen3.6-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b9940", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 34.3, "ttft_ms": null, "contexte_tokens": 64000, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-09", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrdkfqku00mro40154dj4gqc", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoj9uhjh0004jl04n7sw4zbs", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "gemma-3-text-4b-it-4bit", "modele_hf": "mlx-community/gemma-3-text-4b-it-4bit", "parametres_milliards": 4, "famille_modele": "Gemma", "moteur": "mlx", "moteur_version": "mlx-lm 0.31.3", "quantification": "4bit", "debit_sortie_tokens_s": 175.12, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 3.016, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-22", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqp904sa00lgqo01dbxu7j7l", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoj9uhjh0004jl04n7sw4zbs", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-35B-A3B-mxfp4", "modele_hf": "mlx-community/Qwen3.6-35B-A3B-mxfp4", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": "mlx-lm 0.31.3", "quantification": "mxfp4", "debit_sortie_tokens_s": 143.27, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 18.86, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-22", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqps6q9y00rgqo011nqkecbd", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoj9uhjh0004jl04n7sw4zbs", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3-Coder-30B-A3B-Instruct-4bit", "modele_hf": "mlx-community/Qwen3-Coder-30B-A3B-Instruct-4bit", "parametres_milliards": 30, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": "mlx-lm 0.31.3", "quantification": "4bit", "debit_sortie_tokens_s": 140.69, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 17.475, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-22", 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"executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqt075yk013zqr013j7ckdou", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmuqimhy00002ph01vqzb1jom", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "Apple M5 Max (18-core CPU, 40-core GPU)", "systeme": "macOS 27.2", "modele": "Qwen3.8-27B", "modele_hf": "Qwen/Qwen3.8-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "custom", "moteur_version": "butter 0.1.0", "quantification": "INT4", "debit_sortie_tokens_s": 133.3, "ttft_ms": 390.8, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": 19.6, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-10-02", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmuqimhyd0004ph01nv1gs31l", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoj9uhjh0004jl04n7sw4zbs", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.5-35B-A3B", "modele_hf": "Qwen/Qwen3.5-35B-A3B", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "ollama", "moteur_version": null, "quantification": "NVFP4", "debit_sortie_tokens_s": 122.01, "ttft_ms": null, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoj9uhlc0007jl04y8ygqwap", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoj9uhjh0004jl04n7sw4zbs", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "gemma-4-26B-A4B-it-MLX-4bit", "modele_hf": "lmstudio-community/gemma-4-26B-A4B-it-MLX-4bit", "parametres_milliards": 5, "famille_modele": "Gemma", "moteur": "lmstudio", "moteur_version": "1.6.0", "quantification": "4bit", "debit_sortie_tokens_s": 118.77, "ttft_ms": 130, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-03", "executions_combinaison": 1, 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"2026-06-19", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqljep0c01avnv01sw4gkr0g", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoj9uhjh0004jl04n7sw4zbs", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "gemma-4-E4B-it-MLX-4bit", "modele_hf": "lmstudio-community/gemma-4-E4B-it-MLX-4bit", "parametres_milliards": 2, "famille_modele": "Gemma", "moteur": "lmstudio", "moteur_version": "1.6.0", "quantification": "4bit", "debit_sortie_tokens_s": 91.4, "ttft_ms": 154, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoq4madp000pk1047c2723wj", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoj9uhjh0004jl04n7sw4zbs", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3-Coder-Next-MLX-4bit", "modele_hf": "lmstudio-community/Qwen3-Coder-Next-MLX-4bit", "parametres_milliards": 80, "famille_modele": "Qwen", "moteur": "lmstudio", "moteur_version": "1.6.0", "quantification": "4bit", "debit_sortie_tokens_s": 85.16, "ttft_ms": 104.5, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoq5mt94000iky04gpzs449x", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoj9uhjh0004jl04n7sw4zbs", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.5-9B", "modele_hf": "Qwen/Qwen3.5-9B", "parametres_milliards": 10, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 79.27, "ttft_ms": 229, "contexte_tokens": 2048, "taille_lot": 1024, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-19", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqlaqaz1017inv01uc2hxxyf", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoj9uhjh0004jl04n7sw4zbs", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Laguna-S-2.1-MLX-4bit", "modele_hf": "pipenetwork/Laguna-S-2.1-MLX-4bit", "parametres_milliards": 118, "famille_modele": "", "moteur": "mlx", "moteur_version": "mlx 0.32.0 + mlx-lm 0.31.3 + zmlx 0.9.0", "quantification": "4bit-affine-gs64", "debit_sortie_tokens_s": 69.48, "ttft_ms": 1710.3, "contexte_tokens": 376, "taille_lot": 1, "vram_pointe_go": 66, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cms3c730w00w6s201nzhq8cmh", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmuk1vvot0e9ulq01c8nbll0t", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "Apple M5 Max", "systeme": "macOS 27.2", "modele": "Qwen3.8-27B", "modele_hf": "Qwen/Qwen3.8-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "custom", "moteur_version": null, "quantification": "INT4", "debit_sortie_tokens_s": 61.5, "ttft_ms": 4179, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-09-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmuk1vvoz0e9xlq018ed44792", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmy9s0i003ypb01txadrj6j", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "Apple M5 Max", "systeme": "darwin", "modele": "Laguna-S-2.1-GGUF", "modele_hf": "unsloth/Laguna-S-2.1-GGUF", "parametres_milliards": 118, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": null, "quantification": "UD-Q6_K", "debit_sortie_tokens_s": 53, "ttft_ms": 361.4, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-04", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtmy9tz2004jpb01xjgjvyj8", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmy9s0i003ypb01txadrj6j", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "Apple M5 Max", "systeme": "darwin", "modele": "Qwen3.5-122B-A10B", "modele_hf": "Qwen/Qwen3.5-122B-A10B", "parametres_milliards": 125, "famille_modele": "Qwen", "moteur": "ollama", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 50.1, "ttft_ms": 43.6, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-04", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtmy9u7u004mpb01f41mg4dm", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmy9s0i003ypb01txadrj6j", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "Apple M5 Max", "systeme": "darwin", "modele": "Qwen3.8-Flash-Next-GGUF", "modele_hf": "unsloth/Qwen3.8-Flash-Next-GGUF", "parametres_milliards": 180, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "UD-Q3_K_XL", "debit_sortie_tokens_s": 41.5, "ttft_ms": 289.4, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-04", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtmy9s0p0040pb015sma7md0", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsz807a90dz1ms01b27783a6", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "macOS", "modele": "Qwen3.8-27B-oQ8-mtp", "modele_hf": "mcsplain/Qwen3.8-27B-oQ8-mtp", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": "omlx", "quantification": "Q8_K_XL", "debit_sortie_tokens_s": 39.6, "ttft_ms": 1270, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 28.8, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-18", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsz807ad0dz3ms01foyas4h6", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmy9s0i003ypb01txadrj6j", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "Apple M5 Max", "systeme": "darwin", "modele": "Qwen3.8-Flash-Next-GGUF", "modele_hf": "unsloth/Qwen3.8-Flash-Next-GGUF", "parametres_milliards": 180, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "UD-IQ4_XS", "debit_sortie_tokens_s": 39.4, "ttft_ms": 303.8, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-04", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtn9dsmd005qmm01wj9wx39h", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoj9uhjh0004jl04n7sw4zbs", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "gemma-4-12B-coder-fable5-composer2.5-v1-GGUF", "modele_hf": "yuxinlu1/gemma-4-12B-coder-fable5-composer2.5-v1-GGUF", "parametres_milliards": 12, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q8_0", "debit_sortie_tokens_s": 38.44, "ttft_ms": 391, "contexte_tokens": 2048, "taille_lot": 512, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-19", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqljepeq01b3nv01r4yx76sb", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmy9s0i003ypb01txadrj6j", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "Apple M5 Max", "systeme": "darwin", "modele": "Qwopus3.8-27B-Flash-GGUF", "modele_hf": "Jackrong/Qwopus3.8-27B-Flash-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 27.6, "ttft_ms": 465.4, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-06", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtp26qzy02b2n7017da6s171", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoj9uhjh0004jl04n7sw4zbs", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "DeepSeek-V4-Flash", "modele_hf": "deepseek-ai/DeepSeek-V4-Flash", "parametres_milliards": 291, "famille_modele": "Deepseek", "moteur": "llama.cpp", "moteur_version": "ds4 80ebbc3", "quantification": "IQ2_XXS (asym MoE)", "debit_sortie_tokens_s": 26.33, "ttft_ms": null, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-22", "executions_combinaison": 5, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqpiopug00ouqo01gtohwf4l", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoj9uhjh0004jl04n7sw4zbs", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "gemma-4-31B-it", "modele_hf": "google/gemma-4-31B-it", "parametres_milliards": 33, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "UD-Q4_K_XL-QAT", "debit_sortie_tokens_s": 26.32, "ttft_ms": 888, "contexte_tokens": 2048, "taille_lot": 512, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-19", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqljepo301b7nv01emylv5si", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoj9uhjh0004jl04n7sw4zbs", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "qwen27b-abliterated-Fable-MTP", "modele_hf": "hotdogs/qwen27b-abliterated-Fable-MTP", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b10079", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 26.23, "ttft_ms": 71.6, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cms0n8ehb009is20154g86frf", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmy9s0i003ypb01txadrj6j", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "Apple M5 Max", "systeme": "darwin", "modele": "Qwen3.8-27B-GGUF", "modele_hf": "unsloth/Qwen3.8-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "ollama", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 24.3, "ttft_ms": 85, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-04", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtmy9ugn004ppb01hljz9pcq", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmy9s0i003ypb01txadrj6j", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "Apple M5 Max", "systeme": "darwin", "modele": "gemma-4-31B-it-GGUF", "modele_hf": "unsloth/gemma-4-31B-it-GGUF", "parametres_milliards": 31, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 24.1, "ttft_ms": 564.7, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-04", 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"executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoq4v7j3000ejr04wz59pvy0", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmy9s0i003ypb01txadrj6j", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "Apple M5 Max", "systeme": "darwin", "modele": "gemma-4-31B-it-GGUF", "modele_hf": "unsloth/gemma-4-31B-it-GGUF", "parametres_milliards": 31, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q6_K", "debit_sortie_tokens_s": 18.1, "ttft_ms": 678.4, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-04", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtmy9t99004cpb016cuh8ptw", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoj9uhjh0004jl04n7sw4zbs", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "gemma-4-31B-it-MLX-4bit", "modele_hf": "lmstudio-community/gemma-4-31B-it-MLX-4bit", "parametres_milliards": 8, "famille_modele": "Gemma", "moteur": "lmstudio", "moteur_version": "1.6.0", "quantification": "4bit", "debit_sortie_tokens_s": 17.84, "ttft_ms": 222, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoq5g8sn000bl704qxyf8ayx", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmy9s0i003ypb01txadrj6j", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "Apple M5 Max", "systeme": "darwin", "modele": "Qwen3.8-27B-ABLITERATED-GGUF", "modele_hf": "Blackfrost-AI/Qwen3.8-27B-ABLITERATED-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q8_0", "debit_sortie_tokens_s": 17.3, "ttft_ms": 329.2, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-04", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtmy9uzd004wpb01x1p14j7x", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmy9s0i003ypb01txadrj6j", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "Apple M5 Max", "systeme": "darwin", "modele": "gemma-4-31B-it-GGUF", "modele_hf": "unsloth/gemma-4-31B-it-GGUF", "parametres_milliards": 31, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q8_0", "debit_sortie_tokens_s": 15.3, "ttft_ms": 659.9, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-04", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtmy9tja004fpb01y5diivl5", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmoj9uhjh0004jl04n7sw4zbs", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Huihui-DeepSeek-V4-Flash-abliterated-ds4-GGUF", "modele_hf": "huihui-ai/Huihui-DeepSeek-V4-Flash-abliterated-ds4-GGUF", "parametres_milliards": 158, "famille_modele": "Deepseek", "moteur": "llama.cpp", "moteur_version": "b10079", "quantification": "Q2", "debit_sortie_tokens_s": 12.05, "ttft_ms": 150.9, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cms0nfewo009rs2011l53fkr5", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtmy9s0i003ypb01txadrj6j", "grappe_nom": "M5 Max", "classe_materiel": "Unified memory", "support": "M5 Max", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "Apple M5 Max", "systeme": "darwin", "modele": "gemma-4-31B-it-GGUF", "modele_hf": "unsloth/gemma-4-31B-it-GGUF", "parametres_milliards": 31, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "BF16", "debit_sortie_tokens_s": 8.9, "ttft_ms": 858.2, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", 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"non", "date_mesure": "2026-07-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr29whkt05fppi01w8clprkb", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqsp43ld00vsqr01zc496nzg", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "Apple M5 Pro", "systeme": "darwin", "modele": "MiniCPM5-1B-GGUF", "modele_hf": "Abiray/MiniCPM5-1B-GGUF", "parametres_milliards": 1, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": "9850", "quantification": "Q8_0", "debit_sortie_tokens_s": 198.24, "ttft_ms": 129.5, "contexte_tokens": 4224, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr1z5bag01o2ld01p75g502z", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpsgtmtj008pmq018o4jyrry", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 48, "ram_go": null, "processeur": "", "systeme": "macOS", "modele": "LFM2.5-8B-A1B", "modele_hf": "LiquidAI/LFM2.5-8B-A1B", "parametres_milliards": 8, "famille_modele": "", "moteur": "mlx", "moteur_version": null, "quantification": "INT4", "debit_sortie_tokens_s": 189.3, "ttft_ms": 133.6, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 4.82, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-30", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmpsgtmtq008rmq013fj38mgm", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqsp43ld00vsqr01zc496nzg", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "Apple M5 Pro", "systeme": "darwin", "modele": "LFM2.5-1.2B-Instruct-GGUF", "modele_hf": "lmstudio-community/LFM2.5-1.2B-Instruct-GGUF", "parametres_milliards": 1, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "9850", "quantification": "Q8_0", "debit_sortie_tokens_s": 186.04, "ttft_ms": 88.0, "contexte_tokens": 4224, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": 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"decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr1y3jro01mlld016vkskot7", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmojv541p000gji04gv14mmet", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-35B-A3B-mxfp4", "modele_hf": "mlx-community/Qwen3.6-35B-A3B-mxfp4", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": "0.31.3", "quantification": "mxfp4", "debit_sortie_tokens_s": 106.13, "ttft_ms": 225.4, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 18.861, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-12", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmp2yhgrr0052mu01s1wekdpb", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmojv541p000gji04gv14mmet", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.5-35B-A3B-4bit", "modele_hf": "mlx-community/Qwen3.5-35B-A3B-4bit", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": "0.31.3", "quantification": "4bit", "debit_sortie_tokens_s": 104.74, "ttft_ms": 225, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 19.93, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmojv543s000jji04os5wv7jt", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmojv541p000gji04gv14mmet", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-35B-A3B-4bit", "modele_hf": "mlx-community/Qwen3.6-35B-A3B-4bit", "parametres_milliards": 6, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": "0.31.3", "quantification": "4bit", "debit_sortie_tokens_s": 103.88, "ttft_ms": 229.2, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 19.94, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-12", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmp2o3s0b008vrm0149jcs30c", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmojv541p000gji04gv14mmet", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3-Coder-30B-A3B-Instruct-4bit", "modele_hf": "mlx-community/Qwen3-Coder-30B-A3B-Instruct-4bit", "parametres_milliards": 30, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": "0.31.3", "quantification": "4bit", "debit_sortie_tokens_s": 101.05, "ttft_ms": 221.7, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 17.475, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmojvrojk0005jj04edrx811j", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqsp43ld00vsqr01zc496nzg", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "Apple M5 Pro", "systeme": "darwin", "modele": "Mellum2-12B-A2.5B-Thinking-GGUF-Q8_0", "modele_hf": "JetBrains/Mellum2-12B-A2.5B-Thinking-GGUF-Q8_0", "parametres_milliards": 12, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": "9850", "quantification": "Q8_0", "debit_sortie_tokens_s": 86.22, "ttft_ms": 280.1, "contexte_tokens": 4224, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr1xwf1901mfld01tw11z272", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqsp43ld00vsqr01zc496nzg", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "Apple M5 Pro", "systeme": "darwin", "modele": "Qwen3.6-35B-A3B-MTP-GGUF", "modele_hf": "unsloth/Qwen3.6-35B-A3B-MTP-GGUF", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "UD-Q3_K_XL", "debit_sortie_tokens_s": 83.3, "ttft_ms": 54.3, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqsr7uwo00whqr019zmicpv2", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmojv541p000gji04gv14mmet", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-35B-A3B-4bit-DWQ", "modele_hf": "mlx-community/Qwen3.6-35B-A3B-4bit-DWQ", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": "0.31.3", "quantification": "4bit-DWQ", "debit_sortie_tokens_s": 78.86, "ttft_ms": 238.2, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 21.091, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-12", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmp2ob32o0099rm01xqt40szj", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmojv541p000gji04gv14mmet", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "", "systeme": "", "modele": "GLM-4.7-Flash-4bit", "modele_hf": "mlx-community/GLM-4.7-Flash-4bit", "parametres_milliards": 4, "famille_modele": "", "moteur": "mlx", "moteur_version": "0.31.3", "quantification": "4bit", "debit_sortie_tokens_s": 77.53, "ttft_ms": 265.6, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 17.208, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmojvjx18000jk104rf4x4y67", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqsp43ld00vsqr01zc496nzg", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "Apple M5 Pro", "systeme": "darwin", "modele": "gemma-4-E2B-it-GGUF", "modele_hf": "unsloth/gemma-4-E2B-it-GGUF", "parametres_milliards": 2, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "9850", "quantification": "Q8_K_XL", "debit_sortie_tokens_s": 77.41, "ttft_ms": 201.3, "contexte_tokens": 4224, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr1za43x01ocld0173wikwr8", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmojv541p000gji04gv14mmet", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3-Coder-Next-4bit", "modele_hf": "mlx-community/Qwen3-Coder-Next-4bit", "parametres_milliards": 4, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": "0.31.3", "quantification": "4bit", "debit_sortie_tokens_s": 76.45, "ttft_ms": 358.7, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 45.314, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmojvc5nw0005l404y1m92o80", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqsp43ld00vsqr01zc496nzg", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "Apple M5 Pro", "systeme": "darwin", "modele": "gpt-oss-20b-GGUF", "modele_hf": "unsloth/gpt-oss-20b-GGUF", "parametres_milliards": 22, "famille_modele": "Gpt", "moteur": "llama.cpp", "moteur_version": "9850", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 69.45, "ttft_ms": 415.1, "contexte_tokens": 4224, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr1zmvq601otld01prpkme22", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmojv541p000gji04gv14mmet", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-35B-A3B-8bit", "modele_hf": "mlx-community/Qwen3.6-35B-A3B-8bit", "parametres_milliards": 10, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": "0.31.3", "quantification": "8bit", "debit_sortie_tokens_s": 67.25, "ttft_ms": 283.6, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 37.203, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-12", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmp2r5142000rmu01sn6u7pwj", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqsp43ld00vsqr01zc496nzg", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "Apple M5 Pro", "systeme": "darwin", "modele": "gemma-4-12B-it-qat-GGUF", "modele_hf": "unsloth/gemma-4-12B-it-qat-GGUF", "parametres_milliards": 12, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "UD-Q4_K_XL", "debit_sortie_tokens_s": 67.2, "ttft_ms": 249.5, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqss3g2900x4qr01vxd4girk", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqsp43ld00vsqr01zc496nzg", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "Apple M5 Pro", "systeme": "darwin", "modele": "NVIDIA-Nemotron-3-Nano-4B-GGUF", "modele_hf": "unsloth/NVIDIA-Nemotron-3-Nano-4B-GGUF", "parametres_milliards": 9, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "9850", "quantification": "Q4_K_S", "debit_sortie_tokens_s": 63.17, "ttft_ms": 453.3, "contexte_tokens": 4224, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr205eje01peld01titntt2h", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqsp43ld00vsqr01zc496nzg", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "Apple M5 Pro", "systeme": "darwin", "modele": "gemma-4-26B-A4B-it-GGUF", "modele_hf": "unsloth/gemma-4-26B-A4B-it-GGUF", "parametres_milliards": 26, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "9850", "quantification": "UD-Q4_K_XL", "debit_sortie_tokens_s": 54.97, "ttft_ms": 446.2, "contexte_tokens": 4224, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr1zzrgt01p4ld01oz8j601i", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqsp43ld00vsqr01zc496nzg", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "Apple M5 Pro", "systeme": "darwin", "modele": "NVIDIA-Nemotron-3-Nano-4B-GGUF", "modele_hf": "lmstudio-community/NVIDIA-Nemotron-3-Nano-4B-GGUF", "parametres_milliards": 9, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "9850", "quantification": "Q8_0", "debit_sortie_tokens_s": 53.81, "ttft_ms": 432.4, "contexte_tokens": 4224, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr1z1vh701nrld016ef93bq0", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqsp43ld00vsqr01zc496nzg", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "Apple M5 Pro", "systeme": "darwin", "modele": "Qwen3.5-9B-MTP-GGUF", "modele_hf": "unsloth/Qwen3.5-9B-MTP-GGUF", "parametres_milliards": 9, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "9850", "quantification": "Q4_K_S", "debit_sortie_tokens_s": 45.34, "ttft_ms": 532.5, "contexte_tokens": 4224, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr1zul9i01ozld01ojwfzzcy", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpsgtmtj008pmq018o4jyrry", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 48, "ram_go": null, "processeur": "", "systeme": "macOS", "modele": "gemma-4-31B-v2-MLX-4bit", "modele_hf": "jdfelo/gemma-4-31B-v2-MLX-4bit", "parametres_milliards": 31, "famille_modele": "Gemma", "moteur": "mlx", "moteur_version": "mlx-vlm 0.6.3 / mlx 0.32.0.dev20260702+e9463bb", "quantification": "int4", "debit_sortie_tokens_s": 33.4, "ttft_ms": 596, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 34.2, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-07-03", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr5ezpgk009mq901bsesdvu6", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqsp43ld00vsqr01zc496nzg", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "Apple M5 Pro", "systeme": "darwin", "modele": "gemma-4-31B-it-qat-GGUF", "modele_hf": "unsloth/gemma-4-31B-it-qat-GGUF", "parametres_milliards": 33, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "UD-Q4_K_XL", "debit_sortie_tokens_s": 27.8, "ttft_ms": 691.0, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqssec6z00xiqr01mv2s8mpt", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqsp43ld00vsqr01zc496nzg", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "Apple M5 Pro", "systeme": "darwin", "modele": "granite-4.1-8b-GGUF", "modele_hf": "unsloth/granite-4.1-8b-GGUF", "parametres_milliards": 8, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": null, "quantification": "UD-Q8_K_XL", "debit_sortie_tokens_s": 26.5, "ttft_ms": 49.2, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqsrzbsa00wyqr01w16jd3lh", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqsp43ld00vsqr01zc496nzg", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "Apple M5 Pro", "systeme": "darwin", "modele": "Qwen3.6-27B-MTP-GGUF", "modele_hf": "unsloth/Qwen3.6-27B-MTP-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "UD-Q4_K_XL", "debit_sortie_tokens_s": 22.6, "ttft_ms": 143.7, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqst9im600y5qr018m1dkjnn", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqsp43ld00vsqr01zc496nzg", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "Apple M5 Pro", "systeme": "darwin", "modele": "Qwen3.6-27B-MTP-GGUF", "modele_hf": "unsloth/Qwen3.6-27B-MTP-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "UD-Q3_K_XL", "debit_sortie_tokens_s": 22.3, "ttft_ms": 147.4, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqssyb5800xrqr012xx64yig", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqsp43ld00vsqr01zc496nzg", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "Apple M5 Pro", "systeme": "darwin", "modele": "Qwen3.6-27B-MTP-GGUF", "modele_hf": "unsloth/Qwen3.6-27B-MTP-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "UD-Q2_K_XL", "debit_sortie_tokens_s": 21.5, "ttft_ms": 149.6, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqsssgp100xnqr01drum3co9", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmojv541p000gji04gv14mmet", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-27B-mxfp4", "modele_hf": "mlx-community/Qwen3.6-27B-mxfp4", "parametres_milliards": 6, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": "0.31.3", "quantification": "mxfp4", "debit_sortie_tokens_s": 19.05, "ttft_ms": 657.6, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 15.105, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-12", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmp2xzgy4004rmu017mp4zrrp", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqsp43ld00vsqr01zc496nzg", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "Apple M5 Pro", "systeme": "darwin", "modele": "Qwen3.6-27B-MTP-GGUF", "modele_hf": "unsloth/Qwen3.6-27B-MTP-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "IQ4_XS", "debit_sortie_tokens_s": 18.2, "ttft_ms": 174.7, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-25", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqst63oe00y2qr01420qaxbe", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmojv541p000gji04gv14mmet", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-27B-4bit", "modele_hf": "mlx-community/Qwen3.6-27B-4bit", "parametres_milliards": 5, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": "0.31.3", "quantification": "4bit", "debit_sortie_tokens_s": 18.11, "ttft_ms": 677.3, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 15.942, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-12", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmp2rbvf0001gmu01352m49y9", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqsp43ld00vsqr01zc496nzg", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "Apple M5 Pro", "systeme": "darwin", "modele": "Qwen3.6-27B-MTP-GGUF", "modele_hf": "unsloth/Qwen3.6-27B-MTP-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "UD-IQ3_XXS", "debit_sortie_tokens_s": 17.7, "ttft_ms": 180.5, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-25", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqst1upm00xvqr018yi445si", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmojv541p000gji04gv14mmet", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-27B-GGUF", "modele_hf": "unsloth/Qwen3.6-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "ollama", "moteur_version": "0.23.2", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 11.36, "ttft_ms": 911.1, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-12", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmp2vcu63003qmu011v1splns", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmojv541p000gji04gv14mmet", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-27B-MLX-8bit", "modele_hf": "unsloth/Qwen3.6-27B-MLX-8bit", "parametres_milliards": 12, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": "0.31.3", "quantification": "8bit", "debit_sortie_tokens_s": 8.39, "ttft_ms": 848.6, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 34.435, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-12", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmp2vto1k0043mu01z65qxuj8", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmojv541p000gji04gv14mmet", "grappe_nom": "M5 Pro", "classe_materiel": "Unified memory", "support": "M5 Pro", "vendeur": "Apple", "famille_puce": "M5", "variante_puce": "M5 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-27B-bf16", "modele_hf": "mlx-community/Qwen3.6-27B-bf16", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "ollama", "moteur_version": "0.23.2", "quantification": "bf16", "debit_sortie_tokens_s": 5.39, "ttft_ms": 35564, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-12", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmp2oiu15009hrm012rb9fqvz", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofbxerr0007l504daedhhof", "grappe_nom": "Max", "classe_materiel": "Unified memory", "support": "Max", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Ternary-Bonsai-8B-mlx-2bit", "modele_hf": "prism-ml/Ternary-Bonsai-8B-mlx-2bit", "parametres_milliards": 1, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": null, "quantification": "2bit-ternary", "debit_sortie_tokens_s": 135, "ttft_ms": 250, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-04", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoqtxiun000gky047ofznawj", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofbxerr0007l504daedhhof", "grappe_nom": "Max", "classe_materiel": "Unified memory", "support": "Max", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "gemma-4-26b-a4b-it-4bit", "modele_hf": "mlx-community/gemma-4-26b-a4b-it-4bit", "parametres_milliards": 26, "famille_modele": "Gemma", "moteur": "mlx", "moteur_version": null, "quantification": "4bit", "debit_sortie_tokens_s": 117, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofcz3qg000pl7041jiw94ba", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofbxerr0007l504daedhhof", "grappe_nom": "Max", "classe_materiel": "Unified memory", "support": "Max", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-35B-A3B-4bit", "modele_hf": "mlx-community/Qwen3.6-35B-A3B-4bit", "parametres_milliards": 6, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": null, "quantification": "4bit", "debit_sortie_tokens_s": 109, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofd5ok6000ql5046j1r55pn", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofbxerr0007l504daedhhof", "grappe_nom": "Max", "classe_materiel": "Unified memory", "support": "Max", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-27B-MXFP4-CRACK", "modele_hf": "dealignai/Qwen3.6-27B-MXFP4-CRACK", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": null, "quantification": "MXFP4", "debit_sortie_tokens_s": 33, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofbxetu0009l504eulxcb9j", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofbxerr0007l504daedhhof", "grappe_nom": "Max", "classe_materiel": "Unified memory", "support": "Max", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "MiniMax-M2.7-JANGTQ-CRACK", "modele_hf": "dealignai/MiniMax-M2.7-JANGTQ-CRACK", "parametres_milliards": 15, "famille_modele": "Minimax", "moteur": "mlx", "moteur_version": null, "quantification": "JANGTQ", "debit_sortie_tokens_s": 31, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-04", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoqt7a830006k104or79bpw7", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofbxerr0007l504daedhhof", "grappe_nom": "Max", "classe_materiel": "Unified memory", "support": "Max", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Ornstein-3.6-27B-GGUF", "modele_hf": "GestaltLabs/Ornstein-3.6-27B-GGUF", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 22, "ttft_ms": null, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofcsjz8000fjo046uao6hnx", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofbxerr0007l504daedhhof", "grappe_nom": "Max", "classe_materiel": "Unified memory", "support": "Max", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Ornstein-Hermes-3.6-27b-MLX-8bit", "modele_hf": "GestaltLabs/Ornstein-Hermes-3.6-27b-MLX-8bit", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": null, "quantification": "8bit", "debit_sortie_tokens_s": 18, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmogmlw6j0006ky04rs6r76ob", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofbxerr0007l504daedhhof", "grappe_nom": "Max", "classe_materiel": "Unified memory", "support": "Max", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "DeepSeek-V4-Flash-2bit-DQ", "modele_hf": "mlx-community/DeepSeek-V4-Flash-2bit-DQ", "parametres_milliards": 284, "famille_modele": "Deepseek", "moteur": "mlx", "moteur_version": null, "quantification": "2bit-DQ", "debit_sortie_tokens_s": 17, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmogo4m0y0004l204qlx8n2nt", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofbxerr0007l504daedhhof", "grappe_nom": "Max", "classe_materiel": "Unified memory", "support": "Max", "vendeur": "Apple", "famille_puce": "M4", "variante_puce": "Max", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-27B-UD-MLX-6bit", "modele_hf": "unsloth/Qwen3.6-27B-UD-MLX-6bit", "parametres_milliards": 11, "famille_modele": "Qwen", "moteur": "mlx", "moteur_version": null, "quantification": "6bit", "debit_sortie_tokens_s": 13, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 60.27, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-05-04", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoqtkf5e0006ky04t9q5a2fs", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmok1duq30000la04yf1gpmef", "grappe_nom": "Max+ 395", "classe_materiel": "Unified memory", "support": "Max+ 395", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Max+ 395", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 26.04 - kernel 7.0", "modele": "Qwen3.6-27B", "modele_hf": "Qwen/Qwen3.6-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_0", "debit_sortie_tokens_s": 12.68, "ttft_ms": null, "contexte_tokens": 131072, "taille_lot": 2, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmok1dv3b0005la04pi7bswno", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmof92egw0001l704ax0xuauf", "grappe_nom": "Minisforum UM790 Pro", "classe_materiel": "Unified memory", "support": "Minisforum UM790 Pro", "vendeur": "AMD", "famille_puce": "Ryzen 9 7940HS Radeon 780M", "variante_puce": "Minisforum UM790 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "", "systeme": "", "modele": "nvidia_Nemotron-Cascade-2-30B-A3B-GGUF", "modele_hf": "bartowski/nvidia_Nemotron-Cascade-2-30B-A3B-GGUF", "parametres_milliards": 30, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 24.75, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmof9m5bk0005kz04jg140t10", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmof92egw0001l704ax0xuauf", "grappe_nom": "Minisforum UM790 Pro", "classe_materiel": "Unified memory", "support": "Minisforum UM790 Pro", "vendeur": "AMD", "famille_puce": "Ryzen 9 7940HS Radeon 780M", "variante_puce": "Minisforum UM790 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.5-35B-A3B-GGUF", "modele_hf": "unsloth/Qwen3.5-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "UD-IQ4_XS", "debit_sortie_tokens_s": 23.56, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmof92eix0003l704au7yw7eh", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmof92egw0001l704ax0xuauf", "grappe_nom": "Minisforum UM790 Pro", "classe_materiel": "Unified memory", "support": "Minisforum UM790 Pro", "vendeur": "AMD", "famille_puce": "Ryzen 9 7940HS Radeon 780M", "variante_puce": "Minisforum UM790 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "", "systeme": "", "modele": "gemma-4-E4B-it-GGUF", "modele_hf": "unsloth/gemma-4-E4B-it-GGUF", "parametres_milliards": 4, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "UD-Q4_K_XL", "debit_sortie_tokens_s": 21.7, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, 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"contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmof98zrz0001l5044rjutce6", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmof92egw0001l704ax0xuauf", "grappe_nom": "Minisforum UM790 Pro", "classe_materiel": "Unified memory", "support": "Minisforum UM790 Pro", "vendeur": "AMD", "famille_puce": "Ryzen 9 7940HS Radeon 780M", "variante_puce": "Minisforum UM790 Pro", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "", "systeme": "", "modele": "gemma-4-31B-it-GGUF", "modele_hf": "unsloth/gemma-4-31B-it-GGUF", "parametres_milliards": 31, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "UD-Q4_K_XL", 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"variante_puce": "Radeon 8060S Graphics", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 103, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.5-9B", "modele_hf": "Qwen/Qwen3.5-9B", "parametres_milliards": 10, "famille_modele": "Qwen", "moteur": "hipfire", "moteur_version": "0.2.0+1a378379", "quantification": "MQ4", "debit_sortie_tokens_s": 255.83, "ttft_ms": 123.7, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 7.73, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-05-20", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmpdzx93g00sppd01d7e6lzvm", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpdzx93a00smpd01u8ghqos9", "grappe_nom": "Radeon 8060S Graphics", "classe_materiel": "Unified memory", "support": "Radeon 8060S Graphics", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Radeon 8060S Graphics", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 103, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.5-27B", "modele_hf": "Qwen/Qwen3.5-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "hipfire", "moteur_version": "0.2.0+1a378379", "quantification": "MQ4", "debit_sortie_tokens_s": 104.51, "ttft_ms": 338.0, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 18, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-05-20", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmpe035k300t6pd01ytbe6t1x", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmpdzx93a00smpd01u8ghqos9", "grappe_nom": "Radeon 8060S Graphics", "classe_materiel": "Unified memory", "support": "Radeon 8060S Graphics", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Radeon 8060S Graphics", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 103, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-27B", "modele_hf": "Qwen/Qwen3.6-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "hipfire", "moteur_version": "0.2.0+1a378379", "quantification": "MQ4", "debit_sortie_tokens_s": 88.3, "ttft_ms": 337.4, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 18, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-05-20", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmpe04nu500tnpd010msqcvbw", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqztcqbk02v2oe01uisps1la", "grappe_nom": "Radeon 890M", "classe_materiel": "Unified memory", "support": "Radeon 890M", "vendeur": "AMD", "famille_puce": "Strix Point", "variante_puce": "Radeon 890M", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 32, "ram_go": null, "processeur": "", "systeme": "Windows 11 + WSL2", "modele": "gemma-4-E2B-it-GGUF", "modele_hf": "unsloth/gemma-4-E2B-it-GGUF", "parametres_milliards": 2, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 35.19, "ttft_ms": 640, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqztcqbq02v4oe01fntqlh97", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqztcqbk02v2oe01uisps1la", "grappe_nom": "Radeon 890M", "classe_materiel": "Unified memory", "support": "Radeon 890M", "vendeur": "AMD", "famille_puce": "Strix Point", "variante_puce": "Radeon 890M", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 32, "ram_go": null, "processeur": "", "systeme": "Windows 11 + WSL2", "modele": "Phi-4-mini-reasoning", "modele_hf": "microsoft/Phi-4-mini-reasoning", "parametres_milliards": 4, "famille_modele": "Phi", "moteur": "llama.cpp", "moteur_version": "b6f165c1c6", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 33.21, "ttft_ms": null, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr2404l104z3pi01b34917cp", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqztcqbk02v2oe01uisps1la", "grappe_nom": "Radeon 890M", "classe_materiel": "Unified memory", "support": "Radeon 890M", "vendeur": "AMD", "famille_puce": "Strix Point", "variante_puce": "Radeon 890M", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 32, "ram_go": null, "processeur": "", "systeme": "Windows 11 + WSL2", "modele": "Qwen3-30B-A3B-GGUF", "modele_hf": "unsloth/Qwen3-30B-A3B-GGUF", "parametres_milliards": 30, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_0", "debit_sortie_tokens_s": 30.68, "ttft_ms": 1340, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqzte53302v7oe0186w8qn4i", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqztcqbk02v2oe01uisps1la", "grappe_nom": "Radeon 890M", "classe_materiel": "Unified 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{ "grappe_id": "cmqztcqbk02v2oe01uisps1la", "grappe_nom": "Radeon 890M", "classe_materiel": "Unified memory", "support": "Radeon 890M", "vendeur": "AMD", "famille_puce": "Strix Point", "variante_puce": "Radeon 890M", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 32, "ram_go": null, "processeur": "", "systeme": "Windows 11 + WSL2", "modele": "gemma-4-E4B-it", "modele_hf": "google/gemma-4-E4B-it", "parametres_milliards": 8, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "b6f165c1c6", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 26.72, "ttft_ms": null, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr2405oz04z6pi01uhk40y4u", "source": "LocalMaxxing, API publique 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"source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmuj2k5f80e18lq01gqtx19jj", "grappe_nom": "Radeon 890M", "classe_materiel": "Unified memory", "support": "Radeon 890M", "vendeur": "AMD", "famille_puce": "Strix Point", "variante_puce": "Radeon 890M", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "AMD Ryzen AI 9 HX 370 w/ Radeon 890M", "systeme": "Arch Linux", "modele": "Qwen3.6-35B-A3B", "modele_hf": "Qwen/Qwen3.6-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "fb08d7c", "quantification": "Q4_0_ROCMFP4", "debit_sortie_tokens_s": 24.94, "ttft_ms": 2471.2, "contexte_tokens": 787, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-27", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": 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"executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqztid7h02vkoe0111jt3e9a", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqztcqbk02v2oe01uisps1la", "grappe_nom": "Radeon 890M", "classe_materiel": "Unified memory", "support": "Radeon 890M", "vendeur": "AMD", "famille_puce": "Strix Point", "variante_puce": "Radeon 890M", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 32, "ram_go": null, "processeur": "", "systeme": "Windows 11 + WSL2", "modele": "Qwen3.6-35B-A3B-GGUF", "modele_hf": "unsloth/Qwen3.6-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "UD-Q4_K_M", "debit_sortie_tokens_s": 20.07, "ttft_ms": 1530, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-29", 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"executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr22zmwp012npi01f0k3okvq", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqztcqbk02v2oe01uisps1la", "grappe_nom": "Radeon 890M", "classe_materiel": "Unified memory", "support": "Radeon 890M", "vendeur": "AMD", "famille_puce": "Strix Point", "variante_puce": "Radeon 890M", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 32, "ram_go": null, "processeur": "", "systeme": "Windows 11 + WSL2", "modele": "gemma-4-E4B-it-GGUF", "modele_hf": "unsloth/gemma-4-E4B-it-GGUF", "parametres_milliards": 4, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "UD-Q4_K_XL", "debit_sortie_tokens_s": 18.65, "ttft_ms": 1350, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": 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"non", "date_mesure": "2026-06-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqztmld102w3oe01higc09aq", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqztcqbk02v2oe01uisps1la", "grappe_nom": "Radeon 890M", "classe_materiel": "Unified memory", "support": "Radeon 890M", "vendeur": "AMD", "famille_puce": "Strix Point", "variante_puce": "Radeon 890M", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 32, "ram_go": null, "processeur": "", "systeme": "Windows 11 + WSL2", "modele": "Qwen3-VL-8B-Instruct-GGUF", "modele_hf": "unsloth/Qwen3-VL-8B-Instruct-GGUF", "parametres_milliards": 8, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 14.08, "ttft_ms": 1600, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqztnzsm02w6oe01worsryjh", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmuj2k5f80e18lq01gqtx19jj", "grappe_nom": "Radeon 890M", "classe_materiel": "Unified memory", "support": "Radeon 890M", "vendeur": "AMD", "famille_puce": "Strix Point", "variante_puce": "Radeon 890M", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "AMD Ryzen AI 9 HX 370 w/ Radeon 890M", "systeme": "Arch Linux", "modele": "Llama-3.2-3B-Instruct", "modele_hf": "meta-llama/Llama-3.2-3B-Instruct", "parametres_milliards": 3, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": "b11205", "quantification": "BF16", "debit_sortie_tokens_s": 11.65, "ttft_ms": 1715.1, "contexte_tokens": 812, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-27", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmuj2m1530e1flq01p6hhyloj", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqztcqbk02v2oe01uisps1la", "grappe_nom": "Radeon 890M", "classe_materiel": "Unified memory", "support": "Radeon 890M", "vendeur": "AMD", "famille_puce": "Strix Point", "variante_puce": "Radeon 890M", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 32, "ram_go": null, "processeur": "", "systeme": "Windows 11 + WSL2", "modele": "gemma-4-12B-it", "modele_hf": "google/gemma-4-12B-it", "parametres_milliards": 12, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "b6f165c1c6", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 10.39, "ttft_ms": null, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr2409r504z9pi01uy1n9j94", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqztcqbk02v2oe01uisps1la", "grappe_nom": "Radeon 890M", "classe_materiel": "Unified memory", "support": "Radeon 890M", "vendeur": "AMD", "famille_puce": "Strix Point", "variante_puce": "Radeon 890M", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 32, "ram_go": null, "processeur": "", "systeme": "Windows 11 + WSL2", "modele": "gemma-4-12B-it", "modele_hf": "google/gemma-4-12B-it", "parametres_milliards": 12, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "b6f165c1c6", "quantification": "Q6_K", "debit_sortie_tokens_s": 8.51, "ttft_ms": null, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr240fko04zipi01i0iboyd6", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqztcqbk02v2oe01uisps1la", "grappe_nom": "Radeon 890M", "classe_materiel": "Unified memory", "support": "Radeon 890M", "vendeur": "AMD", "famille_puce": "Strix Point", "variante_puce": "Radeon 890M", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 32, "ram_go": null, "processeur": "", "systeme": "Windows 11 + WSL2", "modele": "gemma-4-12B-it", "modele_hf": "google/gemma-4-12B-it", "parametres_milliards": 12, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "b6f165c1c6", "quantification": "Q8_0", "debit_sortie_tokens_s": 6.83, "ttft_ms": null, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr240gqa04zlpi018blgko6c", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqztcqbk02v2oe01uisps1la", "grappe_nom": "Radeon 890M", "classe_materiel": "Unified memory", "support": "Radeon 890M", "vendeur": "AMD", "famille_puce": "Strix Point", "variante_puce": "Radeon 890M", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 32, "ram_go": null, "processeur": "", "systeme": "Windows 11 + WSL2", "modele": "Qwen3.6-27B", "modele_hf": "Qwen/Qwen3.6-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b6f165c1c6", "quantification": "Q4_K_XL", "debit_sortie_tokens_s": 4.87, "ttft_ms": null, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-01", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr240ivb04zopi01q360nqoh", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqztcqbk02v2oe01uisps1la", "grappe_nom": "Radeon 890M", "classe_materiel": "Unified memory", "support": "Radeon 890M", "vendeur": "AMD", "famille_puce": "Strix Point", "variante_puce": "Radeon 890M", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 32, "ram_go": null, "processeur": "", "systeme": "Windows 11 + WSL2", "modele": "Qwen3.5-27B-GGUF", "modele_hf": "unsloth/Qwen3.5-27B-GGUF", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_0", "debit_sortie_tokens_s": 4.24, "ttft_ms": 5060, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-29", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqztpe7k02w9oe019e279sp1", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofh4egy000sl504w7ldbn2g", "grappe_nom": "Ryzen AI MAX 395 Radeon 8060S", "classe_materiel": "Unified memory", "support": "Ryzen AI MAX 395 Radeon 8060S", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI MAX 395 Radeon 8060S", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "gemma-4-E2B-it", "modele_hf": "google/gemma-4-E2B-it", "parametres_milliards": 5, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", 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"Ryzen AI MAX 395 Radeon 8060S", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI MAX 395 Radeon 8060S", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "gemma-4-26B-A4B-it", "modele_hf": "google/gemma-4-26B-A4B-it", "parametres_milliards": 27, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 65.85, "ttft_ms": null, "contexte_tokens": 16384, "taille_lot": 1, "vram_pointe_go": 18.4, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofq9sdo000sjv04nn1s5ia8", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofh4egy000sl504w7ldbn2g", "grappe_nom": "Ryzen AI MAX 395 Radeon 8060S", "classe_materiel": "Unified memory", "support": "Ryzen AI MAX 395 Radeon 8060S", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI MAX 395 Radeon 8060S", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Gemopus-4-26B-A4B-it", "modele_hf": "Jackrong/Gemopus-4-26B-A4B-it", "parametres_milliards": 27, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 64.27, "ttft_ms": null, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 22.82, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofkzsas000ljs04lpenu1ji", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofh4egy000sl504w7ldbn2g", "grappe_nom": "Ryzen AI MAX 395 Radeon 8060S", "classe_materiel": "Unified memory", "support": "Ryzen AI MAX 395 Radeon 8060S", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI MAX 395 Radeon 8060S", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.5-4B", "modele_hf": "Qwen/Qwen3.5-4B", "parametres_milliards": 4, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 62.41, "ttft_ms": null, "contexte_tokens": 16384, "taille_lot": 1, "vram_pointe_go": 4.28, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofy01ev0018jo0453h8zevk", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofh4egy000sl504w7ldbn2g", "grappe_nom": "Ryzen AI MAX 395 Radeon 8060S", "classe_materiel": "Unified memory", "support": "Ryzen AI MAX 395 Radeon 8060S", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI MAX 395 Radeon 8060S", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "gemma-4-E4B-it", "modele_hf": "google/gemma-4-E4B-it", "parametres_milliards": 8, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 57.73, "ttft_ms": null, "contexte_tokens": 16384, "taille_lot": 1, "vram_pointe_go": 10.53, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofrei2g000ajr04xqcvtwme", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofh4egy000sl504w7ldbn2g", "grappe_nom": "Ryzen AI MAX 395 Radeon 8060S", "classe_materiel": "Unified memory", "support": "Ryzen AI MAX 395 Radeon 8060S", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI MAX 395 Radeon 8060S", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-35B-A3B", "modele_hf": "unsloth/Qwen3.6-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "UD-Q4_K_XL", "debit_sortie_tokens_s": 57.62, "ttft_ms": null, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 27.24, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofk8mbu0009ic04s7drtsgh", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofh4egy000sl504w7ldbn2g", "grappe_nom": "Ryzen AI MAX 395 Radeon 8060S", "classe_materiel": "Unified memory", "support": "Ryzen AI MAX 395 Radeon 8060S", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI MAX 395 Radeon 8060S", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3-Coder-Next", "modele_hf": "Qwen/Qwen3-Coder-Next", "parametres_milliards": 80, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 55.8, "ttft_ms": null, "contexte_tokens": 16384, "taille_lot": 1, "vram_pointe_go": 45.85, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofu1huj000ola059o0bxm0b", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofh4egy000sl504w7ldbn2g", "grappe_nom": "Ryzen AI MAX 395 Radeon 8060S", "classe_materiel": "Unified memory", "support": "Ryzen AI MAX 395 Radeon 8060S", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI MAX 395 Radeon 8060S", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "gemma-4-26B-A4B-it", "modele_hf": "google/gemma-4-26B-A4B-it", "parametres_milliards": 27, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q6_K", "debit_sortie_tokens_s": 55.52, "ttft_ms": null, "contexte_tokens": 16384, "taille_lot": 1, "vram_pointe_go": 23.84, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofq305t000njv044hxarbym", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofh4egy000sl504w7ldbn2g", "grappe_nom": "Ryzen AI MAX 395 Radeon 8060S", "classe_materiel": "Unified memory", "support": "Ryzen AI MAX 395 Radeon 8060S", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI MAX 395 Radeon 8060S", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwopus-MoE-35B-A3B", "modele_hf": "samuelcardillo/Qwopus-MoE-35B-A3B", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q8_0", "debit_sortie_tokens_s": 53.16, "ttft_ms": null, "contexte_tokens": 65536, "taille_lot": 1, "vram_pointe_go": 37.46, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 3, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofppfqv0013l504qqzs7paa", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofh4egy000sl504w7ldbn2g", "grappe_nom": "Ryzen AI MAX 395 Radeon 8060S", "classe_materiel": "Unified memory", "support": "Ryzen AI MAX 395 Radeon 8060S", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI MAX 395 Radeon 8060S", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-35B-A3B", "modele_hf": "unsloth/Qwen3.6-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q8_0", "debit_sortie_tokens_s": 53.05, "ttft_ms": null, "contexte_tokens": 128000, "taille_lot": 1, "vram_pointe_go": 40.3, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofh9moz0013l4058iav5vtk", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofh4egy000sl504w7ldbn2g", "grappe_nom": "Ryzen AI MAX 395 Radeon 8060S", "classe_materiel": "Unified memory", "support": "Ryzen AI MAX 395 Radeon 8060S", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI MAX 395 Radeon 8060S", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3-Coder-Next", "modele_hf": "Qwen/Qwen3-Coder-Next", "parametres_milliards": 80, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q5_K_M", "debit_sortie_tokens_s": 51.39, "ttft_ms": null, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 53.89, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 3, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofuzf6o000al404jagclyeq", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofh4egy000sl504w7ldbn2g", "grappe_nom": "Ryzen AI MAX 395 Radeon 8060S", "classe_materiel": "Unified memory", "support": "Ryzen AI MAX 395 Radeon 8060S", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI MAX 395 Radeon 8060S", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "gemma-4-26B-A4B-it", "modele_hf": "google/gemma-4-26B-A4B-it", "parametres_milliards": 27, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q8_0", "debit_sortie_tokens_s": 47.16, "ttft_ms": null, "contexte_tokens": 16384, "taille_lot": 1, "vram_pointe_go": 27.77, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofqgkll0019l504qw9xskvc", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofh4egy000sl504w7ldbn2g", "grappe_nom": "Ryzen AI MAX 395 Radeon 8060S", "classe_materiel": "Unified memory", "support": "Ryzen AI MAX 395 Radeon 8060S", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI MAX 395 Radeon 8060S", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Gemopus-4-26B-A4B-it", "modele_hf": "Jackrong/Gemopus-4-26B-A4B-it", "parametres_milliards": 27, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q8_0", "debit_sortie_tokens_s": 45.96, "ttft_ms": null, "contexte_tokens": 128000, "taille_lot": 1, "vram_pointe_go": 33.95, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoflk515000zl404loyj0xil", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofh4egy000sl504w7ldbn2g", "grappe_nom": "Ryzen AI MAX 395 Radeon 8060S", "classe_materiel": "Unified memory", "support": "Ryzen AI MAX 395 Radeon 8060S", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI MAX 395 Radeon 8060S", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Hermes-3-Llama-3.1-8B", "modele_hf": "NousResearch/Hermes-3-Llama-3.1-8B", "parametres_milliards": 8, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q5_K_M", "debit_sortie_tokens_s": 38.63, "ttft_ms": null, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 6.34, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofwoiyk000el1041ywh6y8l", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofh4egy000sl504w7ldbn2g", "grappe_nom": "Ryzen AI MAX 395 Radeon 8060S", "classe_materiel": "Unified memory", "support": "Ryzen AI MAX 395 Radeon 8060S", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI MAX 395 Radeon 8060S", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.5-9B", "modele_hf": "Qwen/Qwen3.5-9B", "parametres_milliards": 10, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 38.52, "ttft_ms": null, "contexte_tokens": 16384, "taille_lot": 1, "vram_pointe_go": 6.37, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofxfomm000qjv044iidtkps", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofh4egy000sl504w7ldbn2g", "grappe_nom": "Ryzen AI MAX 395 Radeon 8060S", "classe_materiel": "Unified memory", "support": "Ryzen AI MAX 395 Radeon 8060S", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI MAX 395 Radeon 8060S", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-27B", "modele_hf": "unsloth/Qwen3.6-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "UD-Q8_K_XL", "debit_sortie_tokens_s": 14.25, "ttft_ms": null, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 39.25, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 5, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofix42y0012jx044x70smjp", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofh4egy000sl504w7ldbn2g", "grappe_nom": "Ryzen AI MAX 395 Radeon 8060S", "classe_materiel": "Unified memory", "support": "Ryzen AI MAX 395 Radeon 8060S", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI MAX 395 Radeon 8060S", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwopus3.5-27B-v3", "modele_hf": "Jackrong/Qwopus3.5-27B-v3", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 12.97, "ttft_ms": null, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 19.03, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofn98l9000qkv040b35vf8a", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofh4egy000sl504w7ldbn2g", "grappe_nom": "Ryzen AI MAX 395 Radeon 8060S", "classe_materiel": "Unified memory", "support": "Ryzen AI MAX 395 Radeon 8060S", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI MAX 395 Radeon 8060S", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-27B", "modele_hf": "unsloth/Qwen3.6-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "UD-Q4_K_XL", "debit_sortie_tokens_s": 12.04, "ttft_ms": null, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 24.46, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 3, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofjhgvh0001l504fsybdmni", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofh4egy000sl504w7ldbn2g", "grappe_nom": "Ryzen AI MAX 395 Radeon 8060S", "classe_materiel": "Unified memory", "support": "Ryzen AI MAX 395 Radeon 8060S", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI 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"famille_puce": "Strix Halo", "variante_puce": "Ryzen AI MAX 395 Radeon 8060S", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "gemma-4-31B-it", "modele_hf": "google/gemma-4-31B-it", "parametres_milliards": 33, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 10.69, "ttft_ms": null, "contexte_tokens": 16384, "taille_lot": 1, "vram_pointe_go": 25.86, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofsj7yk000bl804nc6jgclb", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofh4egy000sl504w7ldbn2g", "grappe_nom": "Ryzen AI MAX 395 Radeon 8060S", "classe_materiel": "Unified memory", "support": "Ryzen AI 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"classe_materiel": "Unified memory", "support": "Ryzen AI MAX 395 Radeon 8060S", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI MAX 395 Radeon 8060S", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwopus3.5-27B-v3", "modele_hf": "Jackrong/Qwopus3.5-27B-v3", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q8_0", "debit_sortie_tokens_s": 7.85, "ttft_ms": null, "contexte_tokens": 16384, "taille_lot": 1, "vram_pointe_go": 28.79, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofo75sn000dl504xqcwp6vb", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofh4egy000sl504w7ldbn2g", "grappe_nom": "Ryzen AI MAX 395 Radeon 8060S", "classe_materiel": "Unified memory", "support": "Ryzen AI MAX 395 Radeon 8060S", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI MAX 395 Radeon 8060S", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Llama-3.1-Nemotron-70B-Instruct-HF", "modele_hf": "nvidia/Llama-3.1-Nemotron-70B-Instruct-HF", "parametres_milliards": 70, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 5.18, "ttft_ms": null, "contexte_tokens": 16384, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofwhq7e0003l1049h7y8bkz", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqr7mkez01gpqo01cep2yfk5", "grappe_nom": "Ryzen AI Max 385", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 385", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 385", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "", "systeme": "Windows 11 + WSL2", "modele": "gemma-4-E2B-it-GGUF", "modele_hf": "unsloth/gemma-4-E2B-it-GGUF", "parametres_milliards": 2, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 35.19, "ttft_ms": 640, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-28", "executions_combinaison": 3, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqx2trjp03u3qr018zwrfxuw", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqr7mkez01gpqo01cep2yfk5", "grappe_nom": "Ryzen AI Max 385", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 385", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 385", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "", "systeme": "Windows 11 + WSL2", "modele": "Qwen3-30B-A3B-GGUF", "modele_hf": "unsloth/Qwen3-30B-A3B-GGUF", "parametres_milliards": 30, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_0", "debit_sortie_tokens_s": 30.68, "ttft_ms": 1340, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-28", "executions_combinaison": 3, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqx2v6b503u6qr01jw1w10px", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqr7mkez01gpqo01cep2yfk5", "grappe_nom": "Ryzen AI Max 385", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 385", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 385", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "", "systeme": "Windows 11 + WSL2", "modele": "Qwen3-Coder-30B-A3B-Instruct-GGUF", "modele_hf": "unsloth/Qwen3-Coder-30B-A3B-Instruct-GGUF", "parametres_milliards": 30, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 30.03, "ttft_ms": 1500, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-28", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqx2wkrr03u9qr01z3oh8pyc", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqr7mkez01gpqo01cep2yfk5", "grappe_nom": "Ryzen AI Max 385", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 385", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 385", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "", "systeme": "Windows 11 + WSL2", "modele": "gpt-oss-20b", "modele_hf": "openai/gpt-oss-20b", "parametres_milliards": 21, "famille_modele": "Gpt", "moteur": "llama.cpp", "moteur_version": null, "quantification": "MXFP4", "debit_sortie_tokens_s": 23.86, "ttft_ms": 1210, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqx318o903utqr01n8cze3bt", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqr7mkez01gpqo01cep2yfk5", "grappe_nom": "Ryzen AI Max 385", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 385", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 385", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "", "systeme": "Windows 11 + WSL2", "modele": "gpt-oss-20b", "modele_hf": "openai/gpt-oss-20b", "parametres_milliards": 21, "famille_modele": "Gpt", "moteur": "llama.cpp", "moteur_version": null, "quantification": "mxfp4", "debit_sortie_tokens_s": 22.6, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": 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"puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-28", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqx342bw03v1qr01ijdhzlld", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqr7mkez01gpqo01cep2yfk5", "grappe_nom": "Ryzen AI Max 385", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 385", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 385", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "", "systeme": "Windows 11 + WSL2", "modele": "gemma-4-E4B-it-GGUF", "modele_hf": "unsloth/gemma-4-E4B-it-GGUF", "parametres_milliards": 4, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "UD-Q4_K_XL", "debit_sortie_tokens_s": 18.65, "ttft_ms": 1350, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqx4r9i803vjqr01gs07zxzq", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqr7mkez01gpqo01cep2yfk5", "grappe_nom": "Ryzen AI Max 385", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 385", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 385", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "", "systeme": "Windows 11 + WSL2", "modele": "google_gemma-4-E4B-it-GGUF", "modele_hf": "bartowski/google_gemma-4-E4B-it-GGUF", "parametres_milliards": 4, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "UD-Q4_K_XL", "debit_sortie_tokens_s": 15.4, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-23", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqr7ozrf01h0qo01hurpfyke", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqr7mkez01gpqo01cep2yfk5", "grappe_nom": "Ryzen AI Max 385", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 385", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 385", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "", "systeme": "Windows 11 + WSL2", "modele": "olmOCR-2-7B-1025-GGUF", "modele_hf": "lmstudio-community/olmOCR-2-7B-1025-GGUF", "parametres_milliards": 7, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 14.91, "ttft_ms": 1400, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqx2zu9a03upqr01nohl9gq2", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqr7mkez01gpqo01cep2yfk5", "grappe_nom": "Ryzen AI Max 385", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 385", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 385", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "", "systeme": "Windows 11 + WSL2", "modele": "Qwen3-VL-8B-Instruct-GGUF", "modele_hf": "unsloth/Qwen3-VL-8B-Instruct-GGUF", "parametres_milliards": 8, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 14.08, "ttft_ms": 1600, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqx2zeci03ueqr01i4jazkyt", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqr7mkez01gpqo01cep2yfk5", "grappe_nom": "Ryzen AI Max 385", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 385", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 385", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "", "systeme": "Windows 11 + WSL2", "modele": "gemma-4-12b-it-GGUF", "modele_hf": "unsloth/gemma-4-12b-it-GGUF", "parametres_milliards": 12, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_K_M", "debit_sortie_tokens_s": 8.6, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-24", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqrbiwq601imqo01sablbs3a", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmqr7mkez01gpqo01cep2yfk5", "grappe_nom": "Ryzen AI Max 385", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 385", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 385", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 24, "ram_go": null, "processeur": "", "systeme": "Windows 11 + WSL2", "modele": "Qwen3.5-27B-GGUF", "modele_hf": "unsloth/Qwen3.5-27B-GGUF", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_0", "debit_sortie_tokens_s": 4.24, "ttft_ms": 5060, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-28", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqx4so9b03vmqr01u253bm8o", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7on4h10057nn01szlhfev2", "grappe_nom": "Ryzen AI Max 395", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "AMD Ryzen AI MAX+ 395", "systeme": "Ubuntu 26.04", "modele": "Qwen3.8-27B-GGUF", "modele_hf": "unsloth/Qwen3.8-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "lucebox", "moteur_version": "f686c447f067a04ea100a996e4c826e8cc4decc1", "quantification": "IQ4_XS", "debit_sortie_tokens_s": 96.48, "ttft_ms": 368.2, "contexte_tokens": 131072, "taille_lot": 1, "vram_pointe_go": 23.79, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-24", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt7on4h50059nn01bkp53rrp", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofabj0v0001l4044jnftv1o", "grappe_nom": "Ryzen AI Max 395", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI Max 395", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "AMD Ryzen AI Max 395", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-35B-A3B-GGUF-Strix", "modele_hf": "0xSero/Qwen3.6-35B-A3B-GGUF-Strix", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8870", "quantification": "DYNAMIC", "debit_sortie_tokens_s": 56.77, "ttft_ms": 535.4, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 20, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofbcuu4000al204o4zlq1xb", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofabj0v0001l4044jnftv1o", "grappe_nom": "Ryzen AI Max 395", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI Max 395", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "AMD Ryzen AI Max 395", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-35B-A3B-Claude-4.6-Opus-Reasoning-Distilled-GGUF", "modele_hf": "hesamation/Qwen3.6-35B-A3B-Claude-4.6-Opus-Reasoning-Distilled-GGUF", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8870", "quantification": "Q6_K", "debit_sortie_tokens_s": 55.65, "ttft_ms": 607.9, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 27, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofar153000djj04pdycqlk6", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofabj0v0001l4044jnftv1o", "grappe_nom": "Ryzen AI Max 395", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI Max 395", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "AMD Ryzen AI Max 395", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-35B-A3B-GGUF", "modele_hf": "unsloth/Qwen3.6-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8870", "quantification": "UD-Q4_K_XL", "debit_sortie_tokens_s": 52.12, "ttft_ms": 553.7, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 21, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofaz0qz0005l50454g8zfx6", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofabj0v0001l4044jnftv1o", "grappe_nom": "Ryzen AI Max 395", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI Max 395", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "AMD Ryzen AI Max 395", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-35B-A3B-GGUF", "modele_hf": "unsloth/Qwen3.6-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8870", "quantification": "UD-Q6_K_XL", "debit_sortie_tokens_s": 50.36, "ttft_ms": 552.1, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 32, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofabj2r0003l4043o4pjtu7", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofabj0v0001l4044jnftv1o", "grappe_nom": "Ryzen AI Max 395", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI Max 395", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "AMD Ryzen AI Max 395", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-35B-A3B-GGUF", "modele_hf": "unsloth/Qwen3.6-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8870", "quantification": "UD-Q8_K_XL", "debit_sortie_tokens_s": 41.4, "ttft_ms": 658.4, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 36, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofb67rn0002l204mqrg3ymh", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofabj0v0001l4044jnftv1o", "grappe_nom": "Ryzen AI Max 395", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI Max 395", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "AMD Ryzen AI Max 395", "systeme": "Ubuntu 24.04", "modele": "Qwen3.5-122B-A10B-REAP-20-GGUF", "modele_hf": "0xSero/Qwen3.5-122B-A10B-REAP-20-GGUF", "parametres_milliards": 122, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8870", "quantification": "Q4_K_M-REAP-20", "debit_sortie_tokens_s": 26.25, "ttft_ms": 1641.5, "contexte_tokens": 16384, "taille_lot": 1, "vram_pointe_go": 57, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoffhick0008l4042m05nbdu", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofabj0v0001l4044jnftv1o", "grappe_nom": "Ryzen AI Max 395", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI Max 395", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "AMD Ryzen AI Max 395", "systeme": "Ubuntu 24.04", "modele": "MiniMax-M2.7-GGUF", "modele_hf": "unsloth/MiniMax-M2.7-GGUF", "parametres_milliards": null, "famille_modele": "Minimax", "moteur": "llama.cpp", "moteur_version": "b8870", "quantification": "UD-Q3_K_M", "debit_sortie_tokens_s": 13.95, "ttft_ms": 4020.2, "contexte_tokens": 16384, "taille_lot": 1, "vram_pointe_go": 95, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmoff9sju000oie041q8cst9q", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofabj0v0001l4044jnftv1o", "grappe_nom": "Ryzen AI Max 395", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI Max 395", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "AMD Ryzen AI Max 395", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-27B-GGUF", "modele_hf": "unsloth/Qwen3.6-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8870", "quantification": "UD-Q4_K_XL", "debit_sortie_tokens_s": 11.46, "ttft_ms": 1926.7, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 17, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofby2jr0001ju04mi7oytym", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofabj0v0001l4044jnftv1o", "grappe_nom": "Ryzen AI Max 395", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI Max 395", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "AMD Ryzen AI Max 395", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-27B-GGUF", "modele_hf": "unsloth/Qwen3.6-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8870", "quantification": "UD-Q6_K_XL", "debit_sortie_tokens_s": 7.81, "ttft_ms": 2479.7, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 24, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofcdfnc000cla04x0kvl6hc", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofabj0v0001l4044jnftv1o", "grappe_nom": "Ryzen AI Max 395", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI Max 395", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "AMD Ryzen AI Max 395", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-27B-GGUF", "modele_hf": "unsloth/Qwen3.6-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8870", "quantification": "UD-Q8_K_XL", "debit_sortie_tokens_s": 6.07, "ttft_ms": 2548.9, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": 33, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofcwv17000fla04f4cq90a4", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmofabj0v0001l4044jnftv1o", "grappe_nom": "Ryzen AI Max 395", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395", "vendeur": "AMD", "famille_puce": "Strix Halo", "variante_puce": "Ryzen AI Max 395", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "AMD Ryzen AI Max 395", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-27B-GGUF", "modele_hf": "unsloth/Qwen3.6-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b8870", "quantification": "BF16", "debit_sortie_tokens_s": 3.81, "ttft_ms": 5803.9, "contexte_tokens": 16384, "taille_lot": 1, "vram_pointe_go": 51, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-04-26", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmofddmnd0002le049d1ftqzu", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsnp112200ipo00147z6qv3d", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 103, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395", "systeme": "Ubuntu 26.04", "modele": "LFM2.5-230M", "modele_hf": "LiquidAI/LFM2.5-230M", "parametres_milliards": 0, "famille_modele": "", "moteur": "hipfire", "moteur_version": "0.3.0+b0bcc3f91506", "quantification": "MQ4", "debit_sortie_tokens_s": 957.97, "ttft_ms": 71.3, "contexte_tokens": 4096, "taille_lot": 4, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-10", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsnp2mfn00lzo001u3ft157u", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsnp112200ipo00147z6qv3d", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 103, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395", "systeme": "Ubuntu 26.04", "modele": "LFM2.5-350M", "modele_hf": "LiquidAI/LFM2.5-350M", "parametres_milliards": 0, "famille_modele": "", "moteur": "hipfire", "moteur_version": "0.3.0+b0bcc3f91506", "quantification": "MQ4", "debit_sortie_tokens_s": 343.07, "ttft_ms": 58, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-10", "executions_combinaison": 5, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsnp3rgh00p5o001pfgha51v", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsnp112200ipo00147z6qv3d", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 103, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395", "systeme": "Ubuntu 26.04", "modele": "Qwen3.5-0.8B", "modele_hf": "Qwen/Qwen3.5-0.8B", "parametres_milliards": 0.8, "famille_modele": "Qwen", "moteur": "hipfire", "moteur_version": "0.3.0+44eb828cc804", "quantification": "MQ4", "debit_sortie_tokens_s": 291.4, "ttft_ms": 69, "contexte_tokens": 128, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-10", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsnp3slf00p8o001it4yr1rc", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsnp112200ipo00147z6qv3d", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 103, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395", "systeme": "Ubuntu 26.04", "modele": "Qwen3.6-35B-A3B", "modele_hf": "Qwen/Qwen3.6-35B-A3B", "parametres_milliards": 36, "famille_modele": "Qwen", "moteur": "hipfire", "moteur_version": "0.3.0+72877258068c", "quantification": "MQ4R", "debit_sortie_tokens_s": 248.2, "ttft_ms": 520.5, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-08-10", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsnp456p00qjo001sb4cfocf", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-35B-A3B-NSC-ACE-SABER-GGUF-MTP", "modele_hf": 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"famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-27B", "modele_hf": "Qwen/Qwen3.6-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "hipfire", "moteur_version": "0.3.0+98d3567", "quantification": "MQ4", "debit_sortie_tokens_s": 111.96, "ttft_ms": 290.2, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": 16.78, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-07-31", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cms8cugd000ezpf019okstvtr", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmtbqotxo003dqq010o7bvhgs", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": 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}, { "grappe_id": "cmu26wm6o05l7lq0175vp0bfk", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395", "systeme": "Linux", "modele": "Qwen3.8-27B", "modele_hf": "Qwen/Qwen3.8-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "hipfire", "moteur_version": "0.3.1", "quantification": "MQ4V2", "debit_sortie_tokens_s": 104.32, "ttft_ms": 323.4, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 18.4, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-09-15", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmu26wm6u05l9lq01pochiuk6", "source": "LocalMaxxing, API publique 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"https://localmaxxing.com/fr/runs/cmsphm01p00rimp016lwcy627", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt6wvmxw0001o901i0x4ov7p", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "AMD RYZEN AI MAX+ 395 w/ Radeon 8060S", "systeme": "Ubuntu 26.04 LTS", "modele": "Qwen3.8-27B", "modele_hf": "Qwen/Qwen3.8-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "hipfire", "moteur_version": "0.3.0+336dd0777", "quantification": "MQ4V2", "debit_sortie_tokens_s": 103.86, "ttft_ms": 323.4, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 17.574, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-08-24", 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"non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-11", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsopyzo1008amp019s1lwi2w", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt0tevea0foqms015ffx1moy", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "AMD Ryzen AI MAX+ 395", "systeme": "Ubuntu 26.04 LTS", "modele": "Qwen3.8-27B-IU4-Kairic-Edge", "modele_hf": "jcbtc/Qwen3.8-27B-IU4-Kairic-Edge", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "ROCmFPX Kairic Edge v1.2", "quantification": "IU4", "debit_sortie_tokens_s": 90.14, "ttft_ms": null, "contexte_tokens": 32768, 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"quantification": "Q4_K_XL", "debit_sortie_tokens_s": 89.6, "ttft_ms": 766.1, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 17.9, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-11", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsolpyuj004fmp01drcstvre", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsolia5e003zmp01oyz8wexd", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395 w/ Radeon 8060S", "systeme": "Ubuntu 24.04", "modele": "Qwen3-Coder-30B-A3B-Instruct-GGUF", "modele_hf": "unsloth/Qwen3-Coder-30B-A3B-Instruct-GGUF", "parametres_milliards": 30, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b10347-e6f10a799", "quantification": "Q4_K_XL", "debit_sortie_tokens_s": 89.6, "ttft_ms": 766.1, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 17.9, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-11", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsolia5k0041mp01ovdhsf8n", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsolia5e003zmp01oyz8wexd", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395 w/ Radeon 8060S", "systeme": "Ubuntu 24.04", "modele": "Qwen3-30B-A3B-GGUF", "modele_hf": "unsloth/Qwen3-30B-A3B-GGUF", "parametres_milliards": 30, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b10347-e6f10a799", "quantification": "Q4_K_XL", "debit_sortie_tokens_s": 89.5, "ttft_ms": 811.5, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 17.9, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-12", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsph5g0m00r0mp01pdl7pc4e", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsolia5e003zmp01oyz8wexd", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395 w/ Radeon 8060S", "systeme": "Ubuntu 24.04", "modele": "Qwen3-Coder-30B-A3B-Instruct-GGUF", "modele_hf": "unsloth/Qwen3-Coder-30B-A3B-Instruct-GGUF", "parametres_milliards": 30, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b10347-e6f10a799", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 88.9, "ttft_ms": 790.8, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 18.7, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-12", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmspktp9800tump0167l2lbh0", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsolia5e003zmp01oyz8wexd", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", 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"cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-35B-A3B-NSC-ACE-SABER-GGUF-MTP", "modele_hf": "GestaltLabs/Qwen3.6-35B-A3B-NSC-ACE-SABER-GGUF-MTP", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "llama.cpp", "quantification": "Q8_0", "debit_sortie_tokens_s": 79.56, "ttft_ms": null, "contexte_tokens": 262144, "taille_lot": 32768, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-06-07", "executions_combinaison": 3, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmq45uj0u0046mu01snzbmjjg", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsolia5e003zmp01oyz8wexd", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395 w/ Radeon 8060S", "systeme": "Ubuntu 24.04", "modele": "gpt-oss-20b", "modele_hf": "openai/gpt-oss-20b", "parametres_milliards": 21, "famille_modele": "Gpt", "moteur": "llama.cpp", "moteur_version": "b10347-e6f10a799", "quantification": "MXFP4", "debit_sortie_tokens_s": 76.1, "ttft_ms": 933.1, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 12.2, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-11", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": 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6, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqzjqwky02p7oe01jpx9fes5", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsolia5e003zmp01oyz8wexd", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395 w/ Radeon 8060S", "systeme": "Ubuntu 24.04", "modele": "Agents-A1-Q4_K_M-GGUF", "modele_hf": "InternScience/Agents-A1-Q4_K_M-GGUF", "parametres_milliards": 35, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "b10347-e6f10a799", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 74.9, "ttft_ms": 1603.2, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 20.3, "puissance_materiel_w": null, "metrique_verifiee": "non", 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"modele_hf": "unsloth/Qwen3-Coder-30B-A3B-Instruct-GGUF", "parametres_milliards": 30, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b9631", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 70.46, "ttft_ms": 190.1, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 18.68, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-21", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqob3c3v00e5qo01c2ffo7d8", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsolia5e003zmp01oyz8wexd", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395 w/ Radeon 8060S", "systeme": "Ubuntu 24.04", "modele": "GLM-4.7-Flash-GGUF", "modele_hf": "unsloth/GLM-4.7-Flash-GGUF", "parametres_milliards": null, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "b10347-e6f10a799", "quantification": "Q4_K_XL", "debit_sortie_tokens_s": 68.6, "ttft_ms": 1071.0, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 17.4, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-12", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsptd4ls004smr01hm5rxh81", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "KAT-Coder-V2.5-Dev", "modele_hf": "Kwaipilot/KAT-Coder-V2.5-Dev", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "3edc3d3", "quantification": "Q4_0_ROCMFP4", "debit_sortie_tokens_s": 66.3, "ttft_ms": 1280.2, "contexte_tokens": 787, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsgeticj016app01cmkk2c7m", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt7tzftp006jnn01ti38glx9", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu", "modele": "Qwen3.8-27B", "modele_hf": "Qwen/Qwen3.8-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "FP4", "debit_sortie_tokens_s": 65, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-24", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt7tzftt006lnn01kx4iawz2", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Agents-A1-Q4_K_M-GGUF", "modele_hf": "InternScience/Agents-A1-Q4_K_M-GGUF", "parametres_milliards": 35, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "b9836-dbdaece23", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 62.02, "ttft_ms": 46678.3, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-02", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmr2t0krk06lppi011zaxdmf6", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-35B-A3B-MTP-GGUF", "modele_hf": "unsloth/Qwen3.6-35B-A3B-MTP-GGUF", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b9631", "quantification": "Q4_K_XL", "debit_sortie_tokens_s": 61.53, "ttft_ms": 275.7, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 24.36, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-21", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqob3ldk00ebqo01pypzu9mc", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsolia5e003zmp01oyz8wexd", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395 w/ Radeon 8060S", "systeme": "Ubuntu 24.04", "modele": "Ornith-1.0-35B", "modele_hf": "ornith-ai/Ornith-1.0-35B", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b10352-baf0025de+umafix", "quantification": "Q4_K_XL", "debit_sortie_tokens_s": 60.7, "ttft_ms": 969.1, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-13", "executions_combinaison": 3, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsqzr7q000y6mr016hjh06l0", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsolia5e003zmp01oyz8wexd", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395 w/ Radeon 8060S", "systeme": "Ubuntu 24.04", "modele": "Qwen-AgentWorld-35B-A3B-GGUF", "modele_hf": "unsloth/Qwen-AgentWorld-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b10347-e6f10a799", "quantification": "Q4_K_XL", "debit_sortie_tokens_s": 60.7, "ttft_ms": 1576.0, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-12", "executions_combinaison": 4, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsq50fts00ibmr01u1za7dfa", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsolia5e003zmp01oyz8wexd", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395 w/ Radeon 8060S", "systeme": "Ubuntu 24.04", "modele": "Ornith-1.0-35B-GGUF", "modele_hf": "ornith-ai/Ornith-1.0-35B-GGUF", "parametres_milliards": 35, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "b10347-e6f10a799", "quantification": "Q4_K_XL", "debit_sortie_tokens_s": 60.6, "ttft_ms": 930.7, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-12", "executions_combinaison": 5, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsqa58ln00kzmr011wqrigbt", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsolia5e003zmp01oyz8wexd", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395 w/ Radeon 8060S", "systeme": "Ubuntu 24.04", "modele": "Qwen3.6-35B-A3B-GGUF", "modele_hf": "unsloth/Qwen3.6-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b10347-e6f10a799", "quantification": "Q4_K_XL", "debit_sortie_tokens_s": 60.5, "ttft_ms": 962.7, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 21.5, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-11", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsoljonj0046mp015sgk4q28", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive", "modele_hf": "HauhauCS/Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b9631", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 58.4, "ttft_ms": 201.4, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 22.04, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqx0z3l703snqr0149hq3e6q", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwopus-MoE-35B-A3B-GGUF", "modele_hf": "samuelcardillo/Qwopus-MoE-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "toolbox-rocm-7.2.4-post-gtt", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 58.31, "ttft_ms": 8450.1, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, 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"taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-11", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrfn31cm00bqqd01yfuheu6f", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwable-3.6-35b", "modele_hf": "Mia-AiLab/Qwable-3.6-35b", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "unknown", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 54.07, "ttft_ms": 230.7, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 21.01, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-21", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqod7cam00f8qo01lo9bmclw", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmu5yo2ko0809lq01elrugx7k", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "AMD Ryzen AI MAX+ 395", "systeme": "Ubuntu", "modele": "Qwen3.8-Flash-Next", "modele_hf": "Qwen/Qwen3.8-Flash-Next", "parametres_milliards": 180, "famille_modele": "Qwen", "moteur": "custom", "moteur_version": "0.11.3", "quantification": "W4B", "debit_sortie_tokens_s": 54.04, "ttft_ms": 6.4, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": 124.07, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-17", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmu5yo2kx080blq019b1l46xn", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "GLM-4.7-Flash-GGUF", "modele_hf": "unsloth/GLM-4.7-Flash-GGUF", "parametres_milliards": null, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "b9631", "quantification": "Q4_K_XL", "debit_sortie_tokens_s": 52.96, "ttft_ms": 213, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 17.55, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-21", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqob3kwg00e8qo01ipef5xnt", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmspv6cx00064mr0119lh5oj6", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "AMD RYZEN AI MAX+ 395 w/ Radeon 8060S", "systeme": "NixOS 26.05", "modele": "Qwen3.6-27b-ROCmFP4-CIRU-CHAOS-SPEED", "modele_hf": "jcbtc/Qwen3.6-27b-ROCmFP4-CIRU-CHAOS-SPEED", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "BF16", "debit_sortie_tokens_s": 52.2, "ttft_ms": 338.6, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-12", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmspvrpir00aumr01wk3sy3x1", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmul7yai80ihdlq01xic1hbtv", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "AMD RYZEN AI MAX+ 395 w/ Radeon 8060S", "systeme": "Ubuntu 24.04", "modele": "Qwen3.8-Flash-Next", "modele_hf": "Qwen/Qwen3.8-Flash-Next", "parametres_milliards": 180, "famille_modele": "Qwen", "moteur": "custom", "moteur_version": "0.14.1", "quantification": "W4B", "debit_sortie_tokens_s": 51.39, "ttft_ms": 626.1, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "oui", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-09-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 1, "url_mesure": "https://localmaxxing.com/fr/runs/cmul7yaii0ihglq01um2qhuo5", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-27B", "modele_hf": "Qwen/Qwen3.6-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "llama.cpp", "quantification": "ROCmFP4", "debit_sortie_tokens_s": 51.39, "ttft_ms": null, "contexte_tokens": 262144, "taille_lot": 32768, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-14", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqdyppdi00pcmp0195obuhal", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-27B-MTP-GGUF", "modele_hf": "unsloth/Qwen3.6-27B-MTP-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "llama.cpp", "quantification": "ROCmFP4", "debit_sortie_tokens_s": 51.39, "ttft_ms": null, "contexte_tokens": 262144, "taille_lot": 32768, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-07", "executions_combinaison": 3, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmq45ulq40049mu0133eougyl", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsolia5e003zmp01oyz8wexd", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395 w/ Radeon 8060S", "systeme": "Ubuntu 24.04", "modele": "gemma-4-26B-A4B-it-GGUF", "modele_hf": "unsloth/gemma-4-26B-A4B-it-GGUF", "parametres_milliards": 26, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "b10347-e6f10a799", "quantification": "Q4_K_XL", "debit_sortie_tokens_s": 50.3, "ttft_ms": 1004.9, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 17.6, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-11", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsoofcfh007bmp01lrc7xn4b", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt0tevea0foqms015ffx1moy", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "AMD Ryzen AI MAX+ 395", "systeme": "Ubuntu 26.04 LTS", "modele": "Qwen3.8-27B-GGUF", "modele_hf": "unsloth/Qwen3.8-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "246", "quantification": "ROCmFP4", "debit_sortie_tokens_s": 50.11, "ttft_ms": null, "contexte_tokens": 32768, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-08-20", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt0vip5k0fvgms01179emtv0", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Ornstein3.6-27B-MTP-NSC-ACE-SABER-GGUF", "modele_hf": "GestaltLabs/Ornstein3.6-27B-MTP-NSC-ACE-SABER-GGUF", "parametres_milliards": 27, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "llama.cpp", "quantification": "ROCmFP4", "debit_sortie_tokens_s": 49.5, "ttft_ms": null, "contexte_tokens": 262144, "taille_lot": 32768, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-07", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmq45u8d8003umu01scv0irgo", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen-AgentWorld-35B-A3B-GGUF", "modele_hf": "unsloth/Qwen-AgentWorld-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b9631", "quantification": "Q4_K_XL", "debit_sortie_tokens_s": 47.23, "ttft_ms": 227.8, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 21.81, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqx0yjl103rxqr01xi062gei", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3-Coder-Next", "modele_hf": "Qwen/Qwen3-Coder-Next", "parametres_milliards": 80, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "4f37f51", "quantification": "UD-Q5_K_M", "debit_sortie_tokens_s": 46.97, "ttft_ms": 1222.9, "contexte_tokens": 676, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-11", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrfn29fz00blqd01kqh9uv7j", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "gemma-4-26B-A4B-it", "modele_hf": "google/gemma-4-26B-A4B-it", "parametres_milliards": 27, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "4f37f51", "quantification": "Q8_0", "debit_sortie_tokens_s": 45.08, "ttft_ms": 745.6, "contexte_tokens": 794, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-11", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrfmxubx00b5qd01jht4ic2i", "source": "LocalMaxxing, API publique 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"executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmtaurtk80013qq01hugvoaiq", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsolia5e003zmp01oyz8wexd", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395 w/ Radeon 8060S", "systeme": "Ubuntu 24.04", "modele": "Laguna-S-2.1", "modele_hf": "poolside/Laguna-S-2.1", "parametres_milliards": 118, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "b10352-baf0025de+umafix", "quantification": "Q3_K_XL", "debit_sortie_tokens_s": 42.3, "ttft_ms": 9360, "contexte_tokens": 10240, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-14", "executions_combinaison": 7, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmssl2vlp01mjms011599q3d8", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Laguna-S-2.1", "modele_hf": "poolside/Laguna-S-2.1", "parametres_milliards": 118, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "vROCmFPX-3edc3d3", "quantification": "Q4_0_ROCMFP4_STRIX_LEAN", "debit_sortie_tokens_s": 41.7, "ttft_ms": 252, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-24", "executions_combinaison": 5, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrzfao8z06vyo401rrjxt60j", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmt2ta3q00hssmv01atlxygqi", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "Ubuntu 26", "modele": "Qwen3.8-27B-ROCmFPX-GGUF", "modele_hf": "lmcoleman/Qwen3.8-27B-ROCmFPX-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "Custom fork", "quantification": "FP4", "debit_sortie_tokens_s": 41, "ttft_ms": null, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-21", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmt2ta3q50hsvmv01ow8ar74a", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsolia5e003zmp01oyz8wexd", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395 w/ Radeon 8060S", "systeme": "Ubuntu 24.04", "modele": "Qwen3-8B-GGUF", "modele_hf": "unsloth/Qwen3-8B-GGUF", "parametres_milliards": 8, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b10347-e6f10a799", "quantification": "Q4_K_XL", "debit_sortie_tokens_s": 41, "ttft_ms": 1142.8, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 5.8, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-12", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsphgf5b00rdmp018h2u3thz", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Laguna-S-2.1", "modele_hf": "poolside/Laguna-S-2.1", "parametres_milliards": 118, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "3edc3d3", "quantification": "Q4_0_ROCMFP4_FAST", "debit_sortie_tokens_s": 40.74, "ttft_ms": 2926.0, "contexte_tokens": 820, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsgf1kg8016npp01h89b7kt8", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3-8B-GGUF", "modele_hf": "unsloth/Qwen3-8B-GGUF", "parametres_milliards": 8, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b9631", "quantification": "Q4_1", "debit_sortie_tokens_s": 39.29, "ttft_ms": 98.8, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 6.21, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-21", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqo6qts500d3qo01twjl9ll3", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Ling-3.0-flash", "modele_hf": "inclusionAI/Ling-3.0-flash", "parametres_milliards": 127, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "ROCmFPX f6ed57d + BailingMoe3 port", "quantification": "Q4_0_ROCMFP4_STRIX", "debit_sortie_tokens_s": 39.24, "ttft_ms": null, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-05", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsgmi5mu018ypp01rd08j2bg", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsnp112200ipo00147z6qv3d", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 103, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395", "systeme": "Ubuntu 26.04", "modele": "DeepSeek-V4-Flash", "modele_hf": "deepseek-ai/DeepSeek-V4-Flash", "parametres_milliards": 291, "famille_modele": "Deepseek", "moteur": "hipfire", "moteur_version": "0.3.0+88c591aa2051", "quantification": "MQ2R", "debit_sortie_tokens_s": 39, "ttft_ms": 1159, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "non", "date_mesure": "2026-08-10", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsnu5ajq03lbo001j2n2ay19", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "gpt-oss-120b", "modele_hf": "openai/gpt-oss-120b", 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"Qwen3.5-9B", "modele_hf": "unsloth/Qwen3.5-9B", "parametres_milliards": 9, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b10347-e6f10a799", "quantification": "IQ4_NL", "debit_sortie_tokens_s": 38.6, "ttft_ms": 1692.6, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 5.7, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-12", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmspmaked0002o701pupnoxd4", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", 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64, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395 w/ Radeon 8060S", "systeme": "Ubuntu 24.04", "modele": "Ornith-1.0-9B-GGUF", "modele_hf": "ornith-ai/Ornith-1.0-9B-GGUF", "parametres_milliards": 9, "famille_modele": "", "moteur": "llama.cpp", "moteur_version": "b10347-e6f10a799", "quantification": "Q4_K_XL", "debit_sortie_tokens_s": 35.5, "ttft_ms": 1751.0, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 6.2, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-12", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmspw4v0u00bqmr01gpzu7alz", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwythos-9B-Claude-Mythos-5-1M-GGUF", "modele_hf": "empero-ai/Qwythos-9B-Claude-Mythos-5-1M-GGUF", "parametres_milliards": 9, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "unknown", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 35.29, "ttft_ms": 145.1, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 7.38, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-21", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqod7bpy00f3qo01wz0fa3f6", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsolia5e003zmp01oyz8wexd", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": 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"https://localmaxxing.com/fr/runs/cmsoll38q004amp01ua96tri1", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "DeepSeek-V4-Flash-0731-ROCmFP3", "modele_hf": "Lucebox/DeepSeek-V4-Flash-0731-ROCmFP3", "parametres_milliards": 304, "famille_modele": "Deepseek", "moteur": "lucebox", "moteur_version": null, "quantification": "IQ2_XXS", "debit_sortie_tokens_s": 32, "ttft_ms": null, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-19", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrr4700a05yalg01ubmqlyis", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmswn2bib09nqms01t7yilcc9", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "linux", "modele": "Qwen3.8-27B", "modele_hf": "Qwen/Qwen3.8-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": null, "quantification": "Q4_0_ROCMFP4_STRIX_LEAN", "debit_sortie_tokens_s": 31.8, "ttft_ms": 4748.7, "contexte_tokens": 2048, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "oui", "date_mesure": "2026-08-17", 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"LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsolia5e003zmp01oyz8wexd", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395 w/ Radeon 8060S", "systeme": "Ubuntu 24.04", "modele": "gemma-3-12b-it", "modele_hf": "google/gemma-3-12b-it", "parametres_milliards": 12, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "b10347-e6f10a799", "quantification": "Q4_K_XL", "debit_sortie_tokens_s": 25, "ttft_ms": 1782.2, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 8.8, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-11", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsopf1fx0086mp01yc164ifa", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Gemma4-12B-QAT-Uncensored-HauhauCS-Balanced", "modele_hf": "HauhauCS/Gemma4-12B-QAT-Uncensored-HauhauCS-Balanced", "parametres_milliards": 12, "famille_modele": "Gemma", "moteur": "llama.cpp", "moteur_version": "b9631", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 24.8, "ttft_ms": 215.9, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 9.72, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqx0z2dp03skqr01vrgy9g8j", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "gemma-4-12B-coder-fable5-composer2.5-v1-GGUF", "modele_hf": "yuxinlu1/gemma-4-12B-coder-fable5-composer2.5-v1-GGUF", "parametres_milliards": 12, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": "b9631", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 24.75, "ttft_ms": 218.1, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 9.36, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqx0z5q103svqr01i4vez1gw", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "gemma-4-12B-agentic-fable5-composer2.5-v2-3.5x-tau2-GGUF", "modele_hf": "yuxinlu1/gemma-4-12B-agentic-fable5-composer2.5-v2-3.5x-tau2-GGUF", "parametres_milliards": 12, "famille_modele": "Llama", "moteur": "llama.cpp", "moteur_version": "b9631", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 24.72, "ttft_ms": 217.9, "contexte_tokens": 4096, 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"debit_sortie_tokens_s": 24.3, "ttft_ms": 4346.9, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 17.9, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-08-15", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsubnls805eims01gni7izty", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsolia5e003zmp01oyz8wexd", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395 w/ Radeon 8060S", "systeme": "Ubuntu 24.04", "modele": "Qwen3.8-27B-GGUF", "modele_hf": "unsloth/Qwen3.8-27B-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b10352-baf0025de+umafix", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 24.3, "ttft_ms": 4346.9, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 17.9, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-08-15", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsubm71s05efms01m162u9sq", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsolia5e003zmp01oyz8wexd", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395 w/ Radeon 8060S", "systeme": "Ubuntu 24.04", "modele": "DeepSeek-R1-Distill-Qwen-14B-GGUF", "modele_hf": "bartowski/DeepSeek-R1-Distill-Qwen-14B-GGUF", "parametres_milliards": 15, "famille_modele": "Deepseek-R1", "moteur": "llama.cpp", "moteur_version": "b10347-e6f10a799", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 24.1, "ttft_ms": 1934.0, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 9.6, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-11", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsoqg1rf0090mp015rfcgnad", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmsolia5e003zmp01oyz8wexd", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 64, "ram_go": null, "processeur": "AMD Ryzen AI Max+ 395 w/ Radeon 8060S", "systeme": "Ubuntu 24.04", "modele": "Qwen3.8-27B", "modele_hf": "Qwen/Qwen3.8-27B", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b10352-baf0025de+umafix", "quantification": "UD-Q4_K_XL", "debit_sortie_tokens_s": 23.9, "ttft_ms": 4239.1, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": 18.7, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-08-15", "executions_combinaison": 2, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmsucdrms05fqms01jnnofrnp", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmstageni02zpms01xffhbe7w", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "AMD RYZEN AI MAX+ 395 w/ Radeon 8060S", "systeme": "Arch Linux 7.1.4-arch1-1", "modele": "Qwen3.8-27B-ROCmFP4-STRIX-MTP-GGUF", "modele_hf": "kingjones777/Qwen3.8-27B-ROCmFP4-STRIX-MTP-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "ROCmFPX b9219 / 1faa48eef / ROCm 7.2.4", "quantification": "Q4_0_ROCMFP4_STRIX", "debit_sortie_tokens_s": 23.88, "ttft_ms": 27469.3, "contexte_tokens": 65536, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "oui", "mtp": "oui", "date_mesure": "2026-08-15", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmstq9z3803q3ms01f0r9qsko", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Ternary-Bonsai-27B-gguf", "modele_hf": "prism-ml/Ternary-Bonsai-27B-gguf", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "prism-b9591-62061f9", "quantification": "Q2_0", "debit_sortie_tokens_s": 23.18, "ttft_ms": 349362.5, "contexte_tokens": 262144, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-07-15", "executions_combinaison": 4, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmrllgydz0z2smj01ezu6quaj", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen-AgentWorld-35B-A3B-GGUF", "modele_hf": "unsloth/Qwen-AgentWorld-35B-A3B-GGUF", "parametres_milliards": 35, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "b9631", "quantification": "UD-Q4_K_XL", "debit_sortie_tokens_s": 22.56, "ttft_ms": 74305.6, "contexte_tokens": 65536, "taille_lot": 1, "vram_pointe_go": null, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-28", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqya4ttk0098pk01kjz0gjj8", "source": "LocalMaxxing, API publique 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"decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-06-21", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmqob3lw400eeqo01hvinfiom", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "Qwen3.6-27B-MTP-GGUF", "modele_hf": "unsloth/Qwen3.6-27B-MTP-GGUF", "parametres_milliards": 28, "famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "toolbox-rocm-7.2.4", "quantification": "UD-Q4_K_XL", "debit_sortie_tokens_s": 17.13, "ttft_ms": 29410.3, "contexte_tokens": 8192, "taille_lot": 1, "vram_pointe_go": null, 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"famille_modele": "Qwen", "moteur": "llama.cpp", "moteur_version": "Lemonade 10.10.0 / ROCm backend b9756", "quantification": "Q4_K_M", "debit_sortie_tokens_s": 15.55, "ttft_ms": 644.3, "contexte_tokens": 4096, "taille_lot": 1, "vram_pointe_go": 20.76, "puissance_materiel_w": null, "metrique_verifiee": "non", "decodage_speculatif": "non", "mtp": "non", "date_mesure": "2026-08-14", "executions_combinaison": 1, "executions_verifiees_combinaison": 0, "url_mesure": "https://localmaxxing.com/fr/runs/cmstagenm02zrms01asypjdbs", "source": "LocalMaxxing, API publique (https://www.localmaxxing.com)" }, { "grappe_id": "cmq45th5a002vmu012eb87uq7", "grappe_nom": "Ryzen AI Max 395+", "classe_materiel": "Unified memory", "support": "Ryzen AI Max 395+", "vendeur": "AMD", "famille_puce": "Ryzen AI Max", "variante_puce": "Ryzen AI Max 395+", "nb_cartes": 1, "vram_go": null, "memoire_unifiee_go": 128, "ram_go": null, "processeur": "", "systeme": "", "modele": "DeepSeek-V4-Flash", "modele_hf": 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