{"edition":"2026-W40","date":"2026-09-28","seuil":50,"taches":[{"id":"raisonnement","nom":"Raisonnement","poids":15},{"id":"code","nom":"Code","poids":15},{"id":"agents","nom":"Agents","poids":15},{"id":"usage","nom":"Usage","poids":10},{"id":"maths","nom":"Maths","poids":10},{"id":"sciences","nom":"Sciences","poids":10},{"id":"francais","nom":"Français","poids":10},{"id":"vision","nom":"Vision","poids":5},{"id":"ecriture","nom":"Écriture","poids":5},{"id":"web","nom":"Web","poids":5}],"modeles":[["claude-opus-5-5","Claude Opus 5.5",1,100.1,99.9,100.1,97.3,101.4,95.7,108.5,100.1,100.9,103.5],["gpt-6-astra","GPT-6 Astra",2,103.5,97.8,99.9,94.1,102,96.2,98.3,99.3,94.1,102.2],["claude-sonnet-5-5","Claude Sonnet 5.5",3,97.8,98.3,100.9,null,97.8,96,null,98.3,null,98.3],["claude-fable-5-1","Claude Fable 5.1",4,95.4,98.6,96.7,95.4,99.1,94.1,94.6,97.3,96.2,100.1],["claude-opus-5","Claude Opus 5",5,95.2,95.4,94.9,93.3,96,94.6,92.3,95.4,94.1,96.7],["gpt-5-5-pro","GPT-5.5 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0813",27,88.6,85.2,86.8,null,87.1,88.4,null,null,null,null],["gpt-6-luna","GPT-6 Luna",28,null,86,null,84.2,83.4,86.3,81.1,92.3,83.4,89.4],["deepseek-v4-1-flash","DeepSeek V4.1 Flash",29,85.5,87.3,null,86.8,88.6,80.8,77.9,null,86.3,91.5],["grok-4-5","Grok 4.5",30,86,90.7,88.9,86.3,85,88.6,85,88.1,87.6,87.6],["grok-4-7","Grok 4.7",31,null,91,null,83.7,85.2,86.8,null,84.7,85.8,92.3],["muse-spark-1-2","Muse Spark 1.2",32,90.7,86.6,81.9,88.9,86.8,88.1,96.2,88.6,87.6,86.3],["deepseek-v4-flash-0731","DeepSeek V4 Flash 0731",33,86.8,81.6,null,null,87.1,87.3,null,null,null,null],["gemini-3-6-flash","Gemini 3.6 Flash",34,87.3,85.2,86.6,87.3,85.2,85.5,97.8,88.6,89.2,86.6],["gemini-3-1-pro","Gemini 3.1 Pro",35,91.8,82.1,84.7,87.6,84.7,90.7,87.1,87.9,89.7,80.8],["gemini-3-5-flash","Gemini 3.5 Flash",36,89.7,82.6,79.8,86.3,85,84.2,86,92.3,88.6,84.2],["muse-spark-1-1","Muse Spark 1.1",37,88.6,84.7,87.9,87.6,86.3,82.6,87.6,86.6,86.3,86.8],["claude-sonnet-4-6","Claude Sonnet 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27B",79,74,71.2,null,null,77.2,76.6,73.8,null,null,null],["deepseek-v3-2","DeepSeek-V3.2",80,74.8,74.8,null,75.3,77.2,75.6,75.9,null,76.1,74.8],["gpt-5-4-nano","GPT-5.4 Nano",81,74.8,75.1,null,72.7,79,72.7,67.8,72.7,69.3,null],["minimax-m2-7","MiniMax-M2.7",82,null,74.8,null,74,74.5,74.3,71.2,null,71.9,76.9],["gemma-4-31b-it","Gemma 4 31B IT",83,74.3,76.4,null,77.9,70.4,73,78.7,79,77.7,74.8],["glm-4-7","GLM-4.7",84,72.2,73.2,81.6,76.6,70.1,75.1,70.1,null,76.1,79],["gpt-5-mini","GPT-5 mini",85,75.1,73.2,51.3,71.2,79.5,70.1,72.2,70.4,67.5,null],["minimax-m2-5","MiniMax-M2.5",86,76.1,75.3,51.3,71.2,72.2,72.7,69.1,null,70.9,76.1],["claude-opus-4-1","Claude Opus 4.1",87,76.9,74.8,79,77.2,68.5,71.9,77.4,null,80,76.4],["kimi-k2-thinking","Kimi K2 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2025)",116,69.8,68.5,null,null,68.5,67.8,null,null,null,null],["gemini-2-5-flash-sep-2025","Gemini 2.5 Flash (Sep 2025)",117,null,66.7,null,69.6,70.1,70.9,70.9,72.2,70.6,null],["qwen3-5-35b-a3b","Qwen3.5-35B-A3B",118,70.9,63.8,null,68.5,68.3,73.5,67,null,66.5,67.5],["o1","o1",119,68.5,70.6,64.6,69.3,69.3,68.8,65.7,68.3,70.4,null],["kimi-k2-jul-2025","Kimi K2 (Jul 2025)",120,59.4,69.8,null,70.9,67.8,69.1,69.8,null,69.3,null],["qwen3-coder-480b-a35b","Qwen3-Coder-480B-A35B",121,null,69.8,null,67.5,66.2,65.1,71.2,null,68.3,68.5],["claude-3-7-sonnet","Claude 3.7 Sonnet",122,69.3,70.1,70.1,67.5,64.6,70.4,63.8,68,71.4,null],["deepseek-r1-may-2025","DeepSeek-R1 (May 2025)",123,67,69.6,65.1,71.2,67.2,69.6,68,null,71.2,null],["qwen3-235b-a22b-instruct-jul-2025","Qwen3-235B-A22B-Instruct (Jul 2025)",124,65.1,68.3,null,70.6,70.4,71.7,74.5,null,69.3,null],["o3-mini","o3-mini",125,66.2,69.3,null,64.6,71.4,69.3,57.3,null,62.5,null],["grok-3-mini","Grok-3 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3",135,61.2,66.2,63.3,68.3,63.8,68.8,69.6,null,70.4,null],["minimax-m2","MiniMax-M2",136,null,69.8,71.9,61.2,62.3,60.5,59.4,null,58.9,69.6],["qwen3-coder-next","qwen3-coder-next",0,null,63.6,null,null,null,65.1,70.1,null,null,null],["gpt-4-5","GPT-4.5",137,62.5,67.8,null,71.7,59.7,64.9,69.6,69.3,74,null],["deepseek-r1","DeepSeek-R1",138,63.3,65.1,65.1,null,63.3,66.5,null,null,null,null],["gpt-5-nano","GPT-5 nano",139,59.7,66.5,null,60.2,70.6,64.4,55,61,54.4,null],["gpt-4-1","GPT-4.1",140,60.5,64.9,null,67.5,59.7,63.6,71.4,67.2,69.6,null],["qwen3-14b","Qwen3-14B",141,57.8,61.8,null,null,67,61.8,58.6,null,null,null],["qwen3-5-4b","Qwen3.5-4B",0,null,null,null,null,63.8,null,53.9,null,null,null],["qwen3-32b","Qwen3-32B",142,59.9,63.3,null,60.2,67,63.1,57.3,null,59.1,null],["qwen3-30b-a3b-instruct-jul-2025","Qwen3-30B-A3B-Instruct (Jul 2025)",143,61,65.1,null,63.8,65.7,57.8,65.7,null,60.7,null],["glm-4-5-air","GLM-4.5-Air",144,62.5,64.1,null,62.8,64.6,62.8,60.2,null,61.2,null],["gpt-4-1-mini","GPT-4.1 mini",145,60.2,66.7,null,63.6,61.2,62.8,64.4,65.4,63.6,null],["deepseek-r1-distill-qwen-32b","DeepSeek-R1-Distill-Qwen-32B",146,60.2,null,54.7,null,63.8,61.8,45.3,null,null,null],["deepseek-v3-mar-2025","DeepSeek-V3 (Mar 2025)",147,57.3,64.9,61.8,64.9,59.1,64.1,68.8,null,67.8,null],["gemini-2-0-flash-thinking-jan-2025","Gemini 2.0 Flash Thinking (Jan 2025)",0,60.5,null,null,null,64.4,57.8,null,null,null,null],["gemini-2-5-flash-lite-jun-2025","Gemini 2.5 Flash-Lite (Jun 2025)",148,57.1,62.5,null,62.5,61.8,61.2,64.9,63.8,65.7,null],["qwen3-next-80b-a3b-thinking","Qwen3-Next-80B-A3B Thinking",149,null,63.1,null,62,64.9,63.6,58.9,null,61,null],["glm-4-7-flash","glm-4.7-flash",150,59.9,63.1,null,61.5,64.4,60.2,56.8,null,58.9,null],["qwq-32b","QwQ-32B",151,59.7,58.9,null,58.4,64.6,62,51.1,null,57.3,null],["mercury-2","Mercury 2",0,null,67.2,null,58.4,null,58.1,null,null,56.5,61.2],["o1-preview","o1-preview",152,65.9,69.6,58.4,63.1,57.6,54.7,61.5,null,64.1,null],["gpt-oss-20b","gpt-oss-20b",153,59.1,61.5,null,55.8,65.9,58.9,49,null,51.6,null],["deepseek-r1-distill-llama-70b","DeepSeek-R1-Distill-Llama-70B",0,null,null,null,null,62.5,56.8,44.5,null,null,null],["nemotron-3-super-120b","Nemotron 3 Super 120B",154,null,60.5,null,59.9,61.8,62.5,58.6,null,57.6,null],["qwen3-30b-a3b","Qwen3-30B-A3B",155,54.4,59.4,null,56.5,65.4,59.7,53.4,null,55.5,null],["mistral-medium-3","Mistral Medium 3",156,55.2,62.8,null,62.5,57.3,59.1,61,58.9,63.6,null],["o1-mini","o1-mini",157,55,62.8,null,57.3,61.5,60.2,54.4,null,55,null],["gemini-2-0-flash-feb-2025","Gemini 2.0 Flash (Feb 2025)",158,56,56.3,null,59.4,57.1,61.2,62.3,60.5,61.2,null],["aya-expanse-32b","Aya Expanse 32B",0,null,null,null,null,null,null,58.1,null,null,null],["qwen3-8b","Qwen3-8B",159,52.1,52.9,null,null,63.8,57.3,43.5,null,null,null],["qwen3-4b-instruct-2507","qwen3-4b-instruct-2507",0,56.8,null,null,null,62.8,50.8,48.4,null,null,null],["qwen2-5-max","Qwen2.5-Max",160,null,58.4,null,59.9,52.4,57.1,62.3,null,61.2,null],["cohere-command-a","Cohere Command A",161,53.4,57.1,null,57.6,53.9,56,61.2,null,59.1,null],["magistral-small-1-0","Magistral Small 1.0",0,56.8,null,null,null,56.5,56.8,58.9,null,null,null],["nemotron-3-5-lightning","Nemotron 3.5 Lightning",162,null,60.2,null,57.1,59.9,60.7,56.5,null,53.1,null],["deepseek-r1-distill-qwen-14b","DeepSeek-R1-Distill-Qwen-14B",0,55.8,null,null,null,62.3,49.7,36.4,null,null,null],["claude-3-5-sonnet","Claude 3.5 Sonnet",163,58.9,61.2,53.9,59.4,48.7,56,61.5,57.8,62.5,null],["claude-3-5-sonnet-october-2024","Claude 3.5 Sonnet (October 2024)",164,62.8,65.7,59.4,null,48.2,56,null,null,null,null],["llama-4-maverick","Llama 4 Maverick",165,55.2,56.8,null,54.4,53.1,61.5,53.1,56.3,55.8,null],["mistral-small-3-2","Mistral Small 3.2",166,52.6,56.8,null,57.6,56.5,52.6,64.6,55.8,57.6,null],["gemini-1-5-pro-sept-2024","Gemini 1.5 Pro (Sept 2024)",167,52.4,53.4,52.9,56.8,54.4,57.1,54.4,59.4,61,null],["deepseek-v3","DeepSeek-V3",168,48.7,60.5,58.1,null,51.3,56.8,null,null,null,null],["magistral-small-1-2","Magistral Small 1.2",169,53.7,60.2,null,null,55.8,51.3,63.8,null,null,null],["gemma-3-27b","Gemma 3 27B",170,46.6,50,null,57.3,53.9,51.8,61.5,56.5,59.1,null],["gemini-2-0-flash-lite","Gemini 2.0 Flash-Lite",171,45.6,50.8,null,56,54.2,53.7,57.1,53.9,58.6,null],["qwen3-4b","Qwen3-4B",0,53.4,null,null,null,null,54.2,52.4,null,null,null],["reka-flash-3","Reka Flash 3",0,null,null,57.8,null,null,null,46.6,null,null,null],["gpt-4o-may-2024","GPT-4o (May 2024)",172,56.8,53.4,60.2,55,46.9,51.8,55,56.5,57.6,null],["qwen-plus-jan-2025","Qwen Plus (Jan 2025)",173,null,54.2,null,55,52.1,52.6,null,null,55.5,null],["grok-2-dec-2024","Grok-2 (Dec 2024)",174,55.5,53.4,null,null,49.2,55,50,null,null,null],["granite-4-1-8b","Granite 4.1 8B",175,null,51.3,null,50.5,52.6,53.7,50.8,null,49.7,60.5],["llama-3-1-405b","Llama 3.1-405B",176,52.9,52.9,null,53.4,48.7,53.1,57.1,null,53.7,null],["olmo-3-1-32b-instruct","OLMo 3.1 32B Instruct",177,null,53.9,null,52.6,50.5,52.1,50.8,null,52.4,null],["eurollm-22b-instruct","EuroLLM 22B Instruct",0,null,null,null,null,null,null,51.3,null,null,null],["gpt-4-1-nano","GPT-4.1 nano",178,44.5,51.3,null,51.3,55.2,51.6,52.9,48.2,53.1,null],["nemotron-3-nano-30b","Nemotron 3 Nano 30B",179,null,51.3,null,50.5,55,52.1,58.9,null,46.9,null],["llama-4-scout","Llama 4 Scout",180,50.3,47.1,null,51.1,47.4,53.1,55,51.6,51.3,null],["gpt-4o-aug-2024","GPT-4o (Aug 2024)",181,46.4,50.8,48.2,52.4,46.6,51.6,50.3,50.5,55,null],["llama-3-3-70b","Llama 3.3 70B",182,51.8,48.2,51.6,50.5,45.6,50.3,57.3,null,50.5,null],["gpt-4-turbo-apr-2024","GPT-4 Turbo (Apr 2024)",183,51.3,49.2,50,51.1,46.4,49.7,50.8,49.5,54.2,null],["gemma-3n-e4b","Gemma 3n E4B",184,null,45.6,null,50.3,45.8,46.9,54.4,null,51.8,null],["mistral-large-2-jul-2024","Mistral Large 2 (Jul 2024)",185,52.1,50,null,50,46.9,51.3,50,null,50.8,null],["mistral-large-2-nov-2024","Mistral Large 2 (Nov 2024)",186,52.6,49.2,null,49.2,46.4,52.1,54.7,null,49.5,null],["qwen2-5-72b","Qwen2.5-72B",187,54.4,48.4,47.9,49,46.9,51.3,58.1,50.5,47.4,null],["apertus-v1-5-70b","Apertus v1.5 70B",0,null,null,null,null,null,null,49.7,null,null,null],["claude-3-opus","Claude 3 Opus",188,53.7,50,45,50.5,45.8,50.5,51.1,45,50.5,null],["gpt-4o-nov-2024","GPT-4o (Nov 2024)",189,51.8,50.8,52.6,null,45.8,51.1,null,null,null,null],["gemini-1-5-pro-may-2024","Gemini 1.5 Pro (May 2024)",190,48.7,49.2,null,50.8,46.4,49.7,50.3,50.3,54.2,null],["magistral-medium-1-1","Magistral Medium 1.1",191,53.4,53.1,null,49,48.2,47.9,54.7,null,49.7,null],["mistral-small-3-1","Mistral Small 3.1",192,50.5,51.3,null,48.7,45,50.3,58.6,50.8,48.7,null],["gpt-4-turbo-nov-2023","GPT-4 Turbo (Nov 2023)",193,52.6,48.2,48.7,49.5,49.5,46.9,50.8,null,50,null],["gemini-1-5-flash-sep-2024","Gemini 1.5 Flash (Sep 2024)",194,45.8,51.1,44.8,48.7,50.5,49.7,44.3,51.6,51.1,null],["claude-3-5-haiku","Claude 3.5 Haiku",195,48.7,57.1,47.9,50,44.5,44.8,48.7,50,51.6,null],["gemma-3-12b","Gemma 3 12B",196,40.3,43.5,null,51.8,51.1,44.5,55.2,null,54.4,null],["llama-3-1-nemotron-70b-instruct","Llama-3.1-Nemotron-70B-Instruct",197,null,46.4,null,47.4,46.6,47.4,56,null,48.4,null],["llama-3-1-70b","Llama 3.1-70B",198,52.4,43,53.7,46.6,43.2,47.4,53.9,null,46.4,null],["gpt-4o-mini","GPT-4o mini",199,45,44.5,45,47.9,44.8,43.2,48.7,45.8,49,null],["llama-3-2-90b","Llama 3.2 90B",200,45.8,null,52.1,null,42.2,45.6,null,null,null,null],["olmo-3-32b-think","OLMo 3 32B Think",201,null,47.7,null,46.1,47.9,46.4,36.7,null,45.6,null],["phi-4","Phi-4",202,45,42.7,40.3,41.7,47.9,54.2,41.4,null,40.6,null],["mistral-small-3","Mistral Small 3",203,44.5,43,null,43,43.5,48.7,47.1,null,41.7,null],["apertus-70b-instruct","Apertus 70B Instruct",0,null,null,null,null,null,null,43.2,null,null,null],["llama-3-70b","Llama 3-70B",204,45,41.7,null,42.4,41.7,43.5,47.1,null,43.5,null],["gpt-4-jun-2023","GPT-4 (Jun 2023)",205,54.2,41.9,42.4,42.2,41.1,36.7,40.6,null,44.5,null],["gpt-4-mar-2023","GPT-4 (Mar 2023)",206,null,43.5,47.4,43.2,41.4,40.6,44,null,43.2,null],["gemini-1-5-flash-may-2024","Gemini 1.5 Flash (May 2024)",207,41.4,41.7,null,43,41.4,44,43,40.6,44.3,null],["gemma-2-27b","Gemma 2 27B",208,38.5,41.1,null,43.2,39.6,40.9,47.1,null,46.9,null],["amazon-nova-pro","Amazon Nova Pro",209,null,44.5,null,43,42.4,42.2,44.3,37.2,41.4,null],["claude-3-sonnet","Claude 3 Sonnet",210,44.3,40.9,null,42.2,40.3,44.3,43.2,37,42.2,null],["qwen2-72b","Qwen2-72B",211,null,39.3,41.9,39,41.7,43.5,37.5,null,38.8,null],["gemma-3-4b","Gemma 3 4B",212,39.6,37,null,42.7,41.9,33,35.1,null,43.2,null],["mistral-large","Mistral Large",213,45.8,38,null,36.7,37.7,40.6,39.6,null,37,null],["gemini-1-5-flash-8b","Gemini 1.5 Flash 8B",214,38.8,35.4,null,37.5,37.2,36.4,38,38.3,38.5,null],["c4ai-command-r-08-2024","c4ai-command-r-08-2024",0,35.9,null,null,null,null,null,41.9,null,null,null],["claude-2-1","Claude 2.1",215,39.3,35.4,null,null,37,36.4,null,null,null,null],["claude-3-haiku","Claude 3 Haiku",216,39,37.5,null,37.5,36.2,39.3,38,32.8,36.4,null],["amazon-nova-lite","Amazon Nova Lite",217,null,37.7,null,37,37.2,38.3,37.2,33.8,36.7,null],["gemma-2-9b","Gemma 2 9B",218,null,34.9,null,37.5,34.9,32.3,38.5,null,40.1,null],["qwen2-5-7b","Qwen2.5-7B",219,36.2,null,32.8,null,36.7,38.5,null,null,null,null],["mistral-nemo","Mistral NeMo",220,36.4,null,38.5,null,null,33,39,null,null,null],["mixtral-8x22b","Mixtral 8x22B",221,43.5,31.5,null,32.5,34.1,35.1,33.8,null,32.5,null],["deepseek-r1-0528-qwen3-8b","deepseek-r1-0528-qwen3-8b",0,33.6,null,null,null,59.7,28.3,33.3,null,null,null],["granite-4-0-micro","granite-4.0-micro",0,33.3,null,null,null,33.8,30.4,39,null,null,null],["qwen3-1-7b","Qwen3-1.7B",0,33,null,null,null,37.2,39.8,21.3,null,null,null],["mistral-medium","Mistral Medium",222,41.1,31.7,null,31.2,32.8,33,32.5,null,31.7,null],["ministral-8b","Ministral 8B",223,31.5,32.5,null,32.3,32,30.4,35.4,null,33.8,null],["qwen1-5-110b","Qwen1.5-110B",224,32.3,32.3,null,31.2,32,32.3,30.2,null,31,null],["qwen1-5-72b","Qwen1.5-72B",225,null,31.5,null,31,30.7,31,30.7,null,30.2,null],["yi-1-5-34b","Yi-1.5-34B",226,null,29.1,null,29.1,30.7,32.3,39.3,null,27.8,null],["gpt-3-5-turbo-jan-2024","GPT-3.5 Turbo (Jan 2024)",227,33.8,29.1,null,29.4,29.4,27.3,29.4,null,29.6,null],["llama-3-1-8b","Llama 3.1-8B",228,36.4,27.3,31.5,27.8,28.1,26.8,30.2,null,28.1,null],["llama-3-8b","Llama 3-8B",229,27.8,27.8,null,28.3,27.8,26.8,26.8,null,28.9,null],["mixtral-8x7b","Mixtral 8x7B",230,34.1,27,null,26.3,27.6,28.9,34.1,null,26.3,null],["gpt-3-5-turbo-nov-2023","GPT-3.5 Turbo (Nov 2023)",231,null,26.5,null,24.7,26.5,26.5,23.4,null,23.9,null],["qwen3-5-2b","Qwen3.5-2B",0,24.9,null,null,null,null,null,24.2,null,null,null],["dbrx","DBRX",232,null,25.5,null,23.9,25.7,28.3,23.1,null,24.2,null],["qwen1-5-32b","Qwen1.5-32B",233,null,26.3,null,24.4,25.7,28.6,22.3,null,22.1,null],["qwen1-5-14b","Qwen1.5-14B",234,null,23.9,null,22.6,22.9,24.7,28.3,null,21.6,null],["deepseek-llm-67b","DeepSeek LLM 67B",235,19.7,19.7,null,19.7,19.7,18.7,null,null,18.9,null],["yi-34b","Yi-34B",236,null,18.9,null,19.5,19.2,18.7,17.6,null,20,null],["llama-2-70b","Llama 2-70B",237,14.5,15.5,null,16.6,16.3,16.6,21,null,15.5,null],["llama-3-2-3b","Llama 3.2 3B",238,null,14.8,17.4,15.8,17.6,18.4,8.2,null,16.9,null],["qwq-32b-preview","QwQ-32B-Preview",239,16.9,14.2,null,14.8,20,16.6,null,null,14.2,null],["phi-3-mini-3-8b","phi-3-mini 3.8B",240,10.6,11.1,null,9.8,12.4,12.2,10.6,null,9.5,null],["mistral-7b-v0-2","Mistral 7B v0.2",241,null,10.9,null,10.6,11.1,11.9,4.6,null,10.3,null],["mistral-7b-v0-3","Mistral 7B v0.3",0,10.9,null,null,null,10.3,10.1,8.2,null,null,null],["gemma-7b","Gemma 7B",242,null,9.8,null,9.8,10.6,10.9,8.8,null,9.8,null],["llama-2-13b","Llama 2-13B",243,8.8,8.2,null,8.5,8.5,9.8,3,null,8,null],["llama-2-7b","Llama 2-7B",244,1.7,0.7,null,1.7,2.2,4.3,0,null,2,null],["deepseek-r1-distill-qwen-1-5b","DeepSeek-R1-Distill-Qwen-1.5B",0,0,null,null,null,0,0,0,null,null,null],["gemma-2b","Gemma 2B",245,null,0,null,0,0,null,0,null,0,null],["gemma-3-1b","Gemma 3 1B",0,0,null,null,null,0,0,0,null,null,null],["llama-3-2-1b","Llama 3.2 1B",246,0,0,0,0,0,0,0,null,0,null],["phi-4-mini","Phi-4 Mini",0,null,0,null,null,null,0,0,null,null,null]]}