[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"leaderboard-fr":3},{"capturedAt":4,"locale":5,"models":6,"podium":337,"scenarios":338},"2026-05-22T02:01:17.215Z","fr",[7,22,30,44,57,65,78,88,105,119,130,142,153,167,182,192,200,209,224,234,244,255,262,273,282,291,300,307,318,329],{"id":8,"name":9,"vendor":10,"vendorSlug":11,"vendorLogo":12,"category":13,"rank":14,"intelligenceIndex":15,"speedTps":16,"costInPerMtok":17,"costOutPerMtok":18,"contextWindow":19,"license":13,"bestFor":20,"valueScore":21},"gpt-5-5","GPT-5.5 (xhigh)","OpenAI","openai","/images/logos/vendors/openai.svg","proprietary",1,60.2375549867282,65.4635403147931,4.31,25.86,922000,"Applications d'automatisation d'agents ultra-complexes exigeant l'intelligence maximale du marché",0.7355910976520723,{"id":23,"name":24,"vendor":10,"vendorSlug":11,"vendorLogo":12,"category":13,"rank":25,"intelligenceIndex":26,"speedTps":27,"costInPerMtok":17,"costOutPerMtok":18,"contextWindow":19,"license":13,"bestFor":28,"valueScore":29},"gpt-5-5-high","GPT-5.5 (high)",2,58.8680908633507,62.2802683456358,"Raisonnement logique de pointe et tâches d'analyse de données hautement complexes",0.7188678820777958,{"id":31,"name":32,"vendor":33,"vendorSlug":34,"vendorLogo":35,"category":13,"rank":36,"intelligenceIndex":37,"speedTps":38,"costInPerMtok":39,"costOutPerMtok":40,"contextWindow":41,"license":13,"bestFor":42,"valueScore":43},"claude-opus-4-7","Claude Opus 4.7 (max)","Anthropic","anthropic","/images/logos/vendors/anthropic.svg",3,57.277499136068,48.6268215510601,5.39,21.55,1000000,"Analyse approfondie de documents longs avec une excellente gestion du contexte",0.8177826832676756,{"id":45,"name":46,"vendor":47,"vendorSlug":48,"vendorLogo":49,"category":13,"rank":50,"intelligenceIndex":51,"speedTps":52,"costInPerMtok":53,"costOutPerMtok":54,"contextWindow":41,"license":13,"bestFor":55,"valueScore":56},"gemini-3-1-pro-preview","Gemini 3.1 Pro Preview","Google","google","/images/logos/vendors/google.svg",4,57.1754980007686,138.256521996857,1.72,10.35,"Extraction de documents volumineux et traduction multilingue rapide à coût modéré",1.7447512359099362,{"id":58,"name":59,"vendor":10,"vendorSlug":11,"vendorLogo":12,"category":13,"rank":60,"intelligenceIndex":61,"speedTps":62,"costInPerMtok":17,"costOutPerMtok":18,"contextWindow":19,"license":13,"bestFor":63,"valueScore":64},"gpt-5-5-medium","GPT-5.5 (medium)",5,56.7109756642988,58.6802922005516,"Compromis idéal entre l'intelligence extrême de GPT-5 et l'efficacité opérationnelle",0.6925262628440445,{"id":66,"name":67,"vendor":68,"vendorSlug":69,"vendorLogo":70,"category":13,"rank":71,"intelligenceIndex":72,"speedTps":73,"costInPerMtok":74,"costOutPerMtok":75,"contextWindow":41,"license":13,"bestFor":76,"valueScore":77},"qwen3-7-max","Qwen3.7 Max","Alibaba","alibaba","/images/logos/vendors/alibaba.svg",6,56.5844517545098,0,2.16,6.47,"Traitement de contextes massifs et tâches complexes en environnement multilingue",2.623294008090394,{"id":79,"name":80,"vendor":47,"vendorSlug":48,"vendorLogo":49,"category":13,"rank":81,"intelligenceIndex":82,"speedTps":83,"costInPerMtok":84,"costOutPerMtok":85,"contextWindow":41,"license":13,"bestFor":86,"valueScore":87},"gemini-3-5-flash","Gemini 3.5 Flash",7,55.328982440618,219.014971603716,1.29,7.76,"Support client ultra-rapide et extraction structurée à grande échelle",2.25189183722499,{"id":89,"name":90,"vendor":91,"vendorSlug":92,"vendorLogo":93,"category":94,"rank":95,"intelligenceIndex":96,"speedTps":97,"costInPerMtok":98,"costOutPerMtok":99,"contextWindow":100,"license":101,"parametersBillion":102,"bestFor":103,"valueScore":104},"kimi-k2-6","Kimi K2.6","Kimi","kimi","/images/logos/vendors/kimi.svg","open-source",8,53.904517585423,57.1735660383564,0.82,3.45,256000,"Modified MIT",1000,"Modèle open-source de 1000B paramètres pour le traitement de contextes intermédiaires",4.825829685355684,{"id":106,"name":107,"vendor":108,"vendorSlug":109,"vendorLogo":110,"category":94,"rank":111,"intelligenceIndex":112,"speedTps":113,"costInPerMtok":114,"costOutPerMtok":115,"contextWindow":41,"license":116,"parametersBillion":81,"bestFor":117,"valueScore":118},"mimo-v2-5-pro","MiMo-V2.5-Pro","Xiaomi","xiaomi","/images/logos/vendors/xiaomi.svg",9,53.828651261937,54.1206451070931,0.86,2.59,"Mit","Souveraineté des données avec un modèle open-source de 7B paramètres ultra-intelligent",6.23738716824299,{"id":120,"name":121,"vendor":10,"vendorSlug":11,"vendorLogo":12,"category":13,"rank":122,"intelligenceIndex":123,"speedTps":124,"costInPerMtok":125,"costOutPerMtok":126,"contextWindow":127,"license":13,"bestFor":128,"valueScore":129},"gpt-5-3-codex","GPT-5.3 Codex (xhigh)",10,53.5605490018319,74.5869541927663,1.51,12.07,400000,"Génération de code et développement logiciel assisté de niveau expert",1.4199509279382796,{"id":131,"name":132,"vendor":133,"vendorSlug":134,"vendorLogo":135,"category":13,"rank":136,"intelligenceIndex":137,"speedTps":138,"costInPerMtok":139,"costOutPerMtok":74,"contextWindow":41,"license":13,"bestFor":140,"valueScore":141},"grok-4-3","Grok 4.3 (high)","xAI","xai","/images/logos/vendors/xai.svg",11,53.1964261580552,99.3571359763983,1.08,"Analyse rapide de grands volumes de données avec un contexte de 1M de tokens",7.036564306621059,{"id":143,"name":144,"vendor":145,"vendorSlug":146,"vendorLogo":147,"category":13,"rank":148,"intelligenceIndex":149,"speedTps":73,"costInPerMtok":73,"costOutPerMtok":73,"contextWindow":150,"license":13,"bestFor":151,"valueScore":152},"muse-spark","Muse Spark","Meta","meta","/images/logos/vendors/meta.svg",12,52.153729414616,262144,"Expérimentation locale gratuite avec un contexte de 262k tokens",-1,{"id":154,"name":155,"vendor":156,"vendorSlug":157,"vendorLogo":158,"category":94,"rank":159,"intelligenceIndex":160,"speedTps":161,"costInPerMtok":162,"costOutPerMtok":36,"contextWindow":41,"license":163,"parametersBillion":164,"bestFor":165,"valueScore":166},"deepseek-v4-pro","DeepSeek V4 Pro (Max)","DeepSeek","deepseek","/images/logos/vendors/deepseek.svg",13,51.5094430539975,30.0367783388608,1.5,"MIT",685,"Alternative open-source de 685B paramètres pour les tâches complexes",4.905661243237857,{"id":168,"name":169,"vendor":170,"vendorSlug":171,"vendorLogo":172,"category":94,"rank":173,"intelligenceIndex":174,"speedTps":175,"costInPerMtok":176,"costOutPerMtok":177,"contextWindow":178,"license":116,"parametersBillion":179,"bestFor":180,"valueScore":181},"glm-5-1","GLM-5.1","Z AI","z-ai","/images/logos/vendors/z-ai.svg",14,51.4080747547317,53.5882184030465,1.21,3.79,200000,355,"Modèle open-source de 355B paramètres équilibré pour l'analyse de texte",4.086492428833997,{"id":183,"name":184,"vendor":68,"vendorSlug":69,"vendorLogo":70,"category":185,"rank":186,"intelligenceIndex":187,"speedTps":188,"costInPerMtok":189,"costOutPerMtok":115,"contextWindow":41,"license":13,"bestFor":190,"valueScore":191},"qwen3-6-plus","Qwen3.6 Plus","value",15,49.9848567365613,52.1748344190688,0.43,"Rapport qualité-prix exceptionnel pour le traitement de grands contextes",6.095714236166012,{"id":193,"name":194,"vendor":156,"vendorSlug":157,"vendorLogo":158,"category":94,"rank":195,"intelligenceIndex":196,"speedTps":197,"costInPerMtok":162,"costOutPerMtok":36,"contextWindow":41,"license":163,"parametersBillion":164,"bestFor":198,"valueScore":199},"deepseek-v4-pro-high","DeepSeek V4 Pro (High)",16,49.7898588400639,29.7371604854014,"Traitement open-source de niveau entreprise avec un contexte de 1M de tokens",4.741891318101324,{"id":201,"name":202,"vendor":170,"vendorSlug":171,"vendorLogo":172,"category":94,"rank":203,"intelligenceIndex":204,"speedTps":205,"costInPerMtok":114,"costOutPerMtok":206,"contextWindow":178,"license":163,"parametersBillion":179,"bestFor":207,"valueScore":208},"glm-5","GLM-5",17,49.769583495738,67.3979500989788,2.76,"Modèle open-source rapide de 355B paramètres pour l'intégration locale",5.445249835419913,{"id":210,"name":211,"vendor":212,"vendorSlug":213,"vendorLogo":214,"category":185,"rank":215,"intelligenceIndex":216,"speedTps":217,"costInPerMtok":218,"costOutPerMtok":219,"contextWindow":220,"license":221,"parametersBillion":122,"bestFor":222,"valueScore":223},"minimax-m2-7","MiniMax-M2.7","MiniMax","minimax","/images/logos/vendors/minimax.svg",18,49.6153164886184,50.2094886800617,0.26,1.03,204800,"NON-COMMERCIAL LICENSE","Modèle léger de 10B paramètres très économique pour un usage non commercial",14.810542235408478,{"id":225,"name":226,"vendor":108,"vendorSlug":109,"vendorLogo":110,"category":94,"rank":227,"intelligenceIndex":228,"speedTps":229,"costInPerMtok":230,"costOutPerMtok":231,"contextWindow":41,"license":116,"parametersBillion":81,"bestFor":232,"valueScore":233},"mimo-v2-5-0424","MiMo-V2.5",19,49.0344393285729,90.9367520028086,0.31,1.55,"Modèle open-source de 7B paramètres rapide et économique avec grand contexte",9.885975671083246,{"id":235,"name":236,"vendor":10,"vendorSlug":11,"vendorLogo":12,"category":185,"rank":237,"intelligenceIndex":238,"speedTps":239,"costInPerMtok":240,"costOutPerMtok":241,"contextWindow":127,"license":13,"bestFor":242,"valueScore":243},"gpt-5-4-mini","GPT-5.4 mini (xhigh)",20,48.9036610318343,161.530629360107,0.65,3.88,"Modèle léger et rapide d'OpenAI pour les tâches courantes à faible coût",3.9791424761459964,{"id":245,"name":246,"vendor":156,"vendorSlug":157,"vendorLogo":158,"category":94,"rank":247,"intelligenceIndex":248,"speedTps":249,"costInPerMtok":250,"costOutPerMtok":251,"contextWindow":41,"license":163,"parametersBillion":252,"bestFor":253,"valueScore":254},"deepseek-v4-flash","DeepSeek V4 Flash (Max)",21,46.5166221321441,105.911053218981,0.12,0.24,27,"Modèle open-source de 27B paramètres extrêmement économique et rapide",55.376931109695356,{"id":256,"name":257,"vendor":156,"vendorSlug":157,"vendorLogo":158,"category":94,"rank":258,"intelligenceIndex":259,"speedTps":73,"costInPerMtok":250,"costOutPerMtok":251,"contextWindow":41,"license":163,"parametersBillion":252,"bestFor":260,"valueScore":261},"deepseek-v4-flash-high","DeepSeek V4 Flash (High)",22,45.9980578168596,"Traitement open-source rapide et très abordable avec grand contexte",54.75959263911857,{"id":263,"name":264,"vendor":68,"vendorSlug":69,"vendorLogo":70,"category":94,"rank":265,"intelligenceIndex":266,"speedTps":267,"costInPerMtok":268,"costOutPerMtok":269,"contextWindow":150,"license":270,"parametersBillion":252,"bestFor":271,"valueScore":272},"qwen3-6-27b","Qwen3.6 27B",23,45.8228437394046,64.7020289313288,0.52,3.1,"Apache 2.0","Modèle open-source de 27B paramètres sous licence Apache 2.0",4.6662773665381465,{"id":274,"name":275,"vendor":68,"vendorSlug":69,"vendorLogo":70,"category":185,"rank":276,"intelligenceIndex":277,"speedTps":278,"costInPerMtok":268,"costOutPerMtok":269,"contextWindow":150,"license":270,"parametersBillion":279,"bestFor":280,"valueScore":281},"qwen3-5-397b-a17b","Qwen3.5 397B A17B",24,45.0466381495413,51.8150772701147,397,"Modèle de 397B paramètres économique pour les tâches intermédiaires",4.587234027448198,{"id":283,"name":284,"vendor":108,"vendorSlug":109,"vendorLogo":110,"category":185,"rank":285,"intelligenceIndex":286,"speedTps":287,"costInPerMtok":288,"costOutPerMtok":53,"contextWindow":100,"license":13,"parametersBillion":81,"bestFor":289,"valueScore":290},"mimo-v2-omni-0327","MiMo-V2-Omni-0327",25,44.9320138501088,110.425979714327,0.34,"Modèle multimodal de 7B paramètres rapide pour l'analyse de données",8.169457063656147,{"id":292,"name":293,"vendor":10,"vendorSlug":11,"vendorLogo":12,"category":185,"rank":294,"intelligenceIndex":295,"speedTps":296,"costInPerMtok":297,"costOutPerMtok":139,"contextWindow":127,"license":13,"bestFor":298,"valueScore":299},"gpt-5-4-nano","GPT-5.4 nano (xhigh)",26,43.9769365878793,155.832992189181,0.17,"Modèle ultra-léger et économique d'OpenAI pour l'intégration mobile",12.896462342486599,{"id":301,"name":302,"vendor":133,"vendorSlug":134,"vendorLogo":135,"category":185,"rank":252,"intelligenceIndex":303,"speedTps":304,"costInPerMtok":139,"costOutPerMtok":74,"contextWindow":41,"license":13,"bestFor":305,"valueScore":306},"grok-4-3-low","Grok 4.3 (low)",43.8861116968046,80.2842878836461,"Analyse de grand contexte à coût réduit avec l'architecture Grok",5.805041229736058,{"id":308,"name":309,"vendor":310,"vendorSlug":311,"vendorLogo":312,"category":185,"rank":313,"intelligenceIndex":314,"speedTps":315,"costInPerMtok":218,"costOutPerMtok":219,"contextWindow":100,"license":13,"bestFor":316,"valueScore":317},"kat-coder-pro-v2","KAT-Coder-Pro V2","KwaiKAT","kwaikat","/images/logos/vendors/kwaikat.svg",28,43.8334653857388,108.412162845773,"Génération de code économique avec un modèle propriétaire rapide",13.084616533056359,{"id":319,"name":320,"vendor":68,"vendorSlug":69,"vendorLogo":70,"category":185,"rank":321,"intelligenceIndex":322,"speedTps":323,"costInPerMtok":324,"costOutPerMtok":325,"contextWindow":150,"license":270,"parametersBillion":326,"bestFor":327,"valueScore":328},"qwen3-6-35b-a3b","Qwen3.6 35B A3B",29,43.4942180907145,165.826892217598,0.21,1.28,35,"Modèle open-source de 35B paramètres ultra-rapide sous licence Apache 2.0",10.739313108818395,{"id":330,"name":331,"vendor":108,"vendorSlug":109,"vendorLogo":110,"category":185,"rank":332,"intelligenceIndex":333,"speedTps":334,"costInPerMtok":73,"costOutPerMtok":73,"contextWindow":100,"license":13,"parametersBillion":81,"bestFor":335,"valueScore":336},"mimo-v2-omni","MiMo-V2-Omni",30,43.399511505697,107.627152196747,"Modèle de 7B paramètres gratuit pour l'analyse multimodale de base",28.933007670464665,{"proprietary":8,"openSource":89,"value":330},[339,347,355,363,371,379,387,395,403],{"key":340,"title":341,"description":342,"reasons":343,"recommendedModelId":79},"customer-support","Support client automatisé","Pour un support client réactif et économique à grande échelle, privilégiez la vitesse et le coût. Pick gemini-3-5-flash.",[344,345,346],"Vitesse exceptionnelle de 219 tok/s pour réduire la latence","Coût très compétitif de 1,29 € à l'entrée et 7,76 € à la sortie","Large contexte de 1 000 000 tokens pour l'historique des chats",{"key":348,"title":349,"description":350,"reasons":351,"recommendedModelId":120},"code-generation","Génération de code et développement","Pour maximiser la productivité de vos développeurs avec un modèle spécialisé de pointe. Pick gpt-5-3-codex.",[352,353,354],"Intelligence élevée de 53,56 optimisée pour le code","Vitesse de génération confortable de 75 tok/s","Contexte de 400 000 tokens idéal pour les grands dépôts",{"key":356,"title":357,"description":358,"reasons":359,"recommendedModelId":45},"document-extraction","Extraction de documents volumineux","Pour extraire des informations précises de rapports massifs sans perte de contexte. Pick gemini-3-1-pro-preview.",[360,361,362],"Fenêtre de contexte immense de 1 000 000 tokens","Intelligence de 57,18 pour une extraction sans faille","Vitesse de 138 tok/s pour traiter de gros volumes",{"key":364,"title":365,"description":366,"reasons":367,"recommendedModelId":31},"long-context-analysis","Analyse de contextes longs","Pour analyser des corpus documentaires complexes nécessitant une compréhension fine. Pick claude-opus-4-7.",[368,369,370],"Contexte de 1 000 000 tokens pour ingérer des livres entiers","Intelligence de 57,28 garantissant une analyse rigoureuse","Fiabilité éprouvée d'Anthropic sur les textes denses",{"key":372,"title":373,"description":374,"reasons":375,"recommendedModelId":106},"on-prem-sovereign","Souveraineté et déploiement sur site","Pour garder un contrôle total sur vos données avec un modèle open-source performant. Pick mimo-v2-5-pro.",[376,377,378],"Intelligence de 53,83, la meilleure pour un modèle de 7B","Licence Mit permissive facilitant l'intégration commerciale","Taille de 7B paramètres réduisant drastiquement l'infra",{"key":380,"title":381,"description":382,"reasons":383,"recommendedModelId":8},"multimodal-vision","Analyse visuelle et multimodale","Pour les tâches de vision par ordinateur exigeant la plus haute précision. Pick gpt-5-5.",[384,385,386],"Intelligence maximale du marché avec un score de 60,24","Capacités de vision de pointe développées par OpenAI","Contexte de 922 000 tokens pour analyser de nombreuses images",{"key":388,"title":389,"description":390,"reasons":391,"recommendedModelId":8},"agentic-automation","Automatisation d'agents autonomes","Pour orchestrer des workflows complexes nécessitant un raisonnement sans faille. Pick gpt-5-5.",[392,393,394],"Intelligence de 60,24 pour un raisonnement logique supérieur","Excellente gestion des appels d'outils et fonctions","Contexte de 922 000 tokens pour suivre de longs historiques",{"key":396,"title":397,"description":398,"reasons":399,"recommendedModelId":45},"multilingual-translation","Traduction de niveau entreprise","Pour traduire des documents complexes dans des dizaines de langues avec précision. Pick gemini-3-1-pro-preview.",[400,401,402],"Intelligence de 57,18 idéale pour les nuances linguistiques","Vitesse de 138 tok/s pour des traductions en temps réel","Coût modéré de 1,72 € par million de tokens en entrée",{"key":404,"title":405,"description":406,"reasons":407,"recommendedModelId":79},"structured-extraction","Extraction de données structurées","Pour transformer des données brutes en schémas JSON de manière rapide et fiable. Pick gemini-3-5-flash.",[408,409,410],"Contexte de 1 000 000 tokens pour traiter de grands lots","Vitesse de 219 tok/s assurant un débit maximal","Tarif avantageux de 1,29 € / Mtok en entrée"]