{"source":"Quelle IA, le classement des modèles de langage","page":"https://quelleia.com/benchmarks/furniture_assembly/","edition":"2026-W40","date":"2026-09-28","echelle":"score_publie est le score de la source, dans son unité. score_0_1 est ce score ramené entre 0 et 1 pour le calcul. niveau_suggere est le score IA que cette seule mesure indique : 100 pour le meilleur modèle au lancement du site, 50 pour GPT-4o de novembre 2024. difficulte est le score IA d'un modèle qui obtient la moitié (score_0_1 = 0,5), pente la raideur de la courbe.","licence":"Réutilisation libre en citant « Quelle IA, quelleia.com » et la date de l'édition. Les mesures renvoient à leurs sources d'origine.","benchmark":{"id":"furniture_assembly","nom":"Furniture Assembly","tache":"vision","etat":"actif","echelle":"unite","modeles":28,"poids_general":1.67,"difficulte":96.5,"pente":0.325,"en_une_phrase":"Regarder la photo d'un meuble IKEA monté et dire, notice à l'appui, si le montage est correct et à quelle étape s'est glissée l'erreur.","notation":"Part de bonnes réponses sur 60 photos de trois meubles ; la description de l'erreur est jugée avec indulgence par un modèle correcteur.","limites":"Trois meubles et 60 photos seulement. Répondre au hasard donne déjà environ 30 %, et les modèles sans vision sont exclus.","mainteneur":"Epoch AI","url":"https://epoch.ai/benchmarks/furniture-assembly","verifie":true},"tache":{"id":"vision","nom":"Vision et multimodal","poids_general":5,"benchmarks_actifs":3},"modeles_mesures":28,"mesures":28,"classement":[{"rang":1,"modele":"claude-opus-5-5","nom":"Claude Opus 5.5","editeur":"Anthropic","page":"https://quelleia.com/modeles/claude-opus-5-5/","score_publie":0.8333333333333334,"score_0_1":0.7619,"niveau_suggere":100.1,"reflexion":"maximale","harnais":null,"configurations_mesurees":1,"date":"2026-09-22","source":"https://epoch.ai/benchmarks"},{"rang":2,"modele":"gpt-6-astra","nom":"GPT-6 Astra","editeur":"OpenAI","page":"https://quelleia.com/modeles/gpt-6-astra/","score_publie":0.8,"score_0_1":0.7143,"niveau_suggere":99.3,"reflexion":"maximale","harnais":null,"configurations_mesurees":1,"date":"2026-09-10","source":"https://epoch.ai/benchmarks"},{"rang":3,"modele":"claude-sonnet-5-5","nom":"Claude Sonnet 5.5","editeur":"Anthropic","page":"https://quelleia.com/modeles/claude-sonnet-5-5/","score_publie":0.75,"score_0_1":0.6429,"niveau_suggere":98.3,"reflexion":"maximale","harnais":null,"configurations_mesurees":1,"date":"2026-09-29","source":"https://epoch.ai/benchmarks"},{"rang":4,"modele":"claude-fable-5-1","nom":"Claude Fable 5.1","editeur":"Anthropic","page":"https://quelleia.com/modeles/claude-fable-5-1/","score_publie":0.7,"score_0_1":0.5714,"niveau_suggere":97.4,"reflexion":"maximale","harnais":null,"configurations_mesurees":1,"date":"2026-09-10","source":"https://epoch.ai/benchmarks"},{"rang":5,"modele":"claude-opus-5","nom":"Claude Opus 5","editeur":"Anthropic","page":"https://quelleia.com/modeles/claude-opus-5/","score_publie":0.6083333333333333,"score_0_1":0.4405,"niveau_suggere":95.8,"reflexion":"maximale","harnais":null,"configurations_mesurees":1,"date":"2026-09-10","source":"https://epoch.ai/benchmarks"},{"rang":6,"modele":"gpt-6-sol","nom":"GPT-6 Sol","editeur":"OpenAI","page":"https://quelleia.com/modeles/gpt-6-sol/","score_publie":0.5833333333333334,"score_0_1":0.4048,"niveau_suggere":95.3,"reflexion":"maximale","harnais":null,"configurations_mesurees":1,"date":"2026-09-23","source":"https://epoch.ai/benchmarks"},{"rang":7,"modele":"gpt-5-6-sol","nom":"GPT-5.6 Sol","editeur":"OpenAI","page":"https://quelleia.com/modeles/gpt-5-6-sol/","score_publie":0.5666666666666667,"score_0_1":0.381,"niveau_suggere":95,"reflexion":"maximale","harnais":null,"configurations_mesurees":1,"date":"2026-09-10","source":"https://epoch.ai/benchmarks"},{"rang":8,"modele":"gpt-5-6-terra","nom":"GPT-5.6 Terra","editeur":"OpenAI","page":"https://quelleia.com/modeles/gpt-5-6-terra/","score_publie":0.5416666666666666,"score_0_1":0.3452,"niveau_suggere":94.6,"reflexion":"maximale","harnais":null,"configurations_mesurees":1,"date":"2026-09-10","source":"https://epoch.ai/benchmarks"},{"rang":9,"modele":"gpt-5-5","nom":"GPT-5.5","editeur":"OpenAI","page":"https://quelleia.com/modeles/gpt-5-5/","score_publie":0.4416666666666666,"score_0_1":0.2024,"niveau_suggere":92.3,"reflexion":"maximale","harnais":null,"configurations_mesurees":1,"date":"2026-09-10","source":"https://epoch.ai/benchmarks"},{"rang":9,"modele":"gpt-6-luna","nom":"GPT-6 Luna","editeur":"OpenAI","page":"https://quelleia.com/modeles/gpt-6-luna/","score_publie":0.4416666666666666,"score_0_1":0.2024,"niveau_suggere":92.3,"reflexion":"maximale","harnais":null,"configurations_mesurees":1,"date":"2026-09-28","source":"https://epoch.ai/benchmarks"},{"rang":11,"modele":"claude-opus-4-8","nom":"Claude Opus 4.8","editeur":"Anthropic","page":"https://quelleia.com/modeles/claude-opus-4-8/","score_publie":0.425,"score_0_1":0.1786,"niveau_suggere":91.8,"reflexion":"maximale","harnais":null,"configurations_mesurees":1,"date":"2026-09-10","source":"https://epoch.ai/benchmarks"},{"rang":11,"modele":"gpt-5-6-luna","nom":"GPT-5.6 Luna","editeur":"OpenAI","page":"https://quelleia.com/modeles/gpt-5-6-luna/","score_publie":0.425,"score_0_1":0.1786,"niveau_suggere":91.8,"reflexion":"maximale","harnais":null,"configurations_mesurees":1,"date":"2026-09-10","source":"https://epoch.ai/benchmarks"},{"rang":13,"modele":"grok-4-6","nom":"Grok 4.6","editeur":"xAI","page":"https://quelleia.com/modeles/grok-4-6/","score_publie":0.4,"score_0_1":0.1429,"niveau_suggere":91,"reflexion":"maximale","harnais":null,"configurations_mesurees":1,"date":"2026-09-24","source":"https://epoch.ai/benchmarks"},{"rang":14,"modele":"gpt-5-2","nom":"GPT-5.2","editeur":"OpenAI","page":"https://quelleia.com/modeles/gpt-5-2/","score_publie":0.3833333333333333,"score_0_1":0.119,"niveau_suggere":90.4,"reflexion":"maximale","harnais":null,"configurations_mesurees":1,"date":"2026-09-10","source":"https://epoch.ai/benchmarks"},{"rang":15,"modele":"gpt-5-4","nom":"GPT-5.4","editeur":"OpenAI","page":"https://quelleia.com/modeles/gpt-5-4/","score_publie":0.375,"score_0_1":0.1071,"niveau_suggere":90,"reflexion":"maximale","harnais":null,"configurations_mesurees":1,"date":"2026-09-10","source":"https://epoch.ai/benchmarks"},{"rang":16,"modele":"claude-fable-5","nom":"Claude Fable 5","editeur":"Anthropic","page":"https://quelleia.com/modeles/claude-fable-5/","score_publie":0.3583333333333333,"score_0_1":0.0833,"niveau_suggere":89.1,"reflexion":"maximale","harnais":null,"configurations_mesurees":1,"date":"2026-09-10","source":"https://epoch.ai/benchmarks"},{"rang":17,"modele":"kimi-k3","nom":"Kimi K3","editeur":"Moonshot","page":"https://quelleia.com/modeles/kimi-k3/","score_publie":0.3416666666666667,"score_0_1":0.0595,"niveau_suggere":88,"reflexion":"maximale","harnais":null,"configurations_mesurees":1,"date":"2026-09-11","source":"https://epoch.ai/benchmarks"},{"rang":18,"modele":"claude-opus-4-7","nom":"Claude Opus 4.7","editeur":"Anthropic","page":"https://quelleia.com/modeles/claude-opus-4-7/","score_publie":0.3333333333333333,"score_0_1":0.0476,"niveau_suggere":87.3,"reflexion":"maximale","harnais":null,"configurations_mesurees":1,"date":"2026-09-10","source":"https://epoch.ai/benchmarks"},{"rang":19,"modele":"gemini-3-8-flash","nom":"Gemini 3.8 Flash","editeur":"Google DeepMind","page":"https://quelleia.com/modeles/gemini-3-8-flash/","score_publie":0.3166666666666666,"score_0_1":0.0238,"niveau_suggere":85.1,"reflexion":"elevee","harnais":null,"configurations_mesurees":1,"date":"2026-09-10","source":"https://epoch.ai/benchmarks"},{"rang":20,"modele":"claude-opus-4-6","nom":"Claude Opus 4.6","editeur":"Anthropic","page":"https://quelleia.com/modeles/claude-opus-4-6/","score_publie":0.2833333333333333,"score_0_1":0,"niveau_suggere":82.4,"reflexion":"maximale","harnais":null,"configurations_mesurees":1,"date":"2026-09-10","source":"https://epoch.ai/benchmarks"},{"rang":20,"modele":"claude-opus-4-5","nom":"Claude Opus 4.5","editeur":"Anthropic","page":"https://quelleia.com/modeles/claude-opus-4-5/","score_publie":0.2833333333333333,"score_0_1":0,"niveau_suggere":82.4,"reflexion":"budget","harnais":null,"configurations_mesurees":1,"date":"2026-09-10","source":"https://epoch.ai/benchmarks"},{"rang":22,"modele":"gemini-3-7-flash","nom":"Gemini 3.7 Flash","editeur":"Google DeepMind","page":"https://quelleia.com/modeles/gemini-3-7-flash/","score_publie":0.2666666666666666,"score_0_1":0,"niveau_suggere":82.4,"reflexion":"elevee","harnais":null,"configurations_mesurees":1,"date":"2026-09-10","source":"https://epoch.ai/benchmarks"},{"rang":22,"modele":"gemini-3-1-pro","nom":"Gemini 3.1 Pro","editeur":"Google DeepMind","page":"https://quelleia.com/modeles/gemini-3-1-pro/","score_publie":0.2666666666666666,"score_0_1":0,"niveau_suggere":82.4,"reflexion":"elevee","harnais":null,"configurations_mesurees":1,"date":"2026-09-10","source":"https://epoch.ai/benchmarks"},{"rang":24,"modele":"gemini-3-6-flash","nom":"Gemini 3.6 Flash","editeur":"Google DeepMind","page":"https://quelleia.com/modeles/gemini-3-6-flash/","score_publie":0.2333333333333333,"score_0_1":0,"niveau_suggere":82.4,"reflexion":"elevee","harnais":null,"configurations_mesurees":1,"date":"2026-09-10","source":"https://epoch.ai/benchmarks"},{"rang":25,"modele":"grok-4-5","nom":"Grok 4.5","editeur":"xAI","page":"https://quelleia.com/modeles/grok-4-5/","score_publie":0.225,"score_0_1":0,"niveau_suggere":82.4,"reflexion":"elevee","harnais":null,"configurations_mesurees":1,"date":"2026-09-24","source":"https://epoch.ai/benchmarks"},{"rang":26,"modele":"kimi-k2-6","nom":"Kimi K2.6","editeur":"Moonshot","page":"https://quelleia.com/modeles/kimi-k2-6/","score_publie":0.2166666666666666,"score_0_1":0,"niveau_suggere":82.4,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":"2026-09-11","source":"https://epoch.ai/benchmarks"},{"rang":27,"modele":"grok-4-7","nom":"Grok 4.7","editeur":"xAI","page":"https://quelleia.com/modeles/grok-4-7/","score_publie":0.2083333333333333,"score_0_1":0,"niveau_suggere":82.4,"reflexion":"maximale","harnais":null,"configurations_mesurees":1,"date":"2026-09-24","source":"https://epoch.ai/benchmarks"},{"rang":28,"modele":"qwen3-8-max-0902","nom":"Qwen3.8 Max (0902)","editeur":"Alibaba","page":"https://quelleia.com/modeles/qwen3-8-max-0902/","score_publie":0.2,"score_0_1":0,"niveau_suggere":82.4,"reflexion":"maximale","harnais":null,"configurations_mesurees":1,"date":"2026-09-10","source":"https://epoch.ai/benchmarks"}]}