{"source":"Quelle IA, le classement des modèles de langage","page":"https://quelleia.com/modeles/claude-opus-4/","edition":"2026-W40","date":"2026-09-28","echelle":"Score IA : 100 pour le meilleur modèle au lancement du site, 50 pour GPT-4o de novembre 2024. bas et haut bornent l'intervalle à 90 %.","licence":"Réutilisation libre en citant « Quelle IA, quelleia.com » et la date de l'édition. Les mesures renvoient à leurs sources d'origine.","modele":{"liens":[{"type":"essayer","libelle":"Application de l'éditeur : Claude","url":"https://claude.ai"},{"type":"api","libelle":"Documentation de l'API (Anthropic)","url":"https://docs.anthropic.com"},{"type":"editeur","libelle":"Site de l'éditeur (Anthropic)","url":"https://www.anthropic.com"}],"id":"claude-opus-4","nom":"Claude Opus 4","editeur":"Anthropic","pays":"États-Unis","date_sortie":"2025-05-22","nouveau":false,"poids_ouverts":false,"acces":"API access","licence":null,"local":null,"prix_eur_par_million":{"entree":13.17,"sortie":65.84},"hebergeable_ue":null,"classe_energie":null,"contexte_jetons":200000,"entrees":["text","image","pdf"],"niveaux_reflexion":null,"connaissances_jusqu_a":null,"general":{"score":71.9,"bas":69,"haut":74.8,"mesures":25,"poids_couvert":95,"sources":19,"provisoire":false,"historique":false,"rang":101,"groupe":9},"taches":{"raisonnement":{"score":73,"bas":68.7,"haut":77.3,"mesures":7,"benchmarks_tache":9,"couverture":78,"provisoire":false,"rang":71},"code":{"score":74.3,"bas":68.7,"haut":79.8,"mesures":4,"benchmarks_tache":13,"couverture":31,"provisoire":false,"rang":50},"agents":{"score":74.3,"bas":66.8,"haut":81.7,"mesures":2,"benchmarks_tache":9,"couverture":22,"provisoire":true},"usage":{"score":73.5,"bas":65.3,"haut":81.7,"mesures":1,"benchmarks_tache":1,"couverture":100,"provisoire":false,"rang":98},"maths":{"score":66.7,"bas":62.5,"haut":71,"mesures":4,"benchmarks_tache":8,"couverture":50,"provisoire":false,"rang":76},"sciences":{"score":70.1,"bas":65,"haut":75.3,"mesures":4,"benchmarks_tache":5,"couverture":80,"provisoire":false,"rang":69},"francais":{"score":71.7,"bas":63.5,"haut":79.9,"mesures":1,"benchmarks_tache":10,"couverture":25,"provisoire":true},"vision":{"score":71.4,"bas":63.2,"haut":79.6,"mesures":1,"benchmarks_tache":3,"couverture":33,"provisoire":true},"ecriture":{"score":77.4,"bas":69.2,"haut":85.6,"mesures":1,"benchmarks_tache":1,"couverture":100,"provisoire":false,"rang":76}},"reflexions_mesurees":["budget","elevee"],"harnais_mesures":["OpenHands"],"mesures":[{"benchmark":"math_level_5","tache":"maths","etat":"archive","score_publie":0.850453172205438,"score_0_1":0.8505,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2025-05-22","source":"https://epoch.ai/benchmarks","niveau_suggere":62.9},{"benchmark":"lech_mazur_writing","tache":"ecriture","etat":"archive","score_publie":8.36,"score_0_1":0.836,"reflexion":"budget","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":80.6},{"benchmark":"lech_mazur_writing","tache":"ecriture","etat":"archive","score_publie":8.31,"score_0_1":0.831,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":79.3},{"benchmark":"aider_polyglot","tache":"code","etat":"archive","score_publie":72,"score_0_1":0.72,"reflexion":"budget","harnais":null,"provenance":"externe","date":null,"source":"https://aider.chat/docs/leaderboards/","niveau_suggere":72.6},{"benchmark":"aider_polyglot","tache":"code","etat":"archive","score_publie":70.7,"score_0_1":0.707,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://aider.chat/docs/leaderboards/","niveau_suggere":72.1},{"benchmark":"swe_bench_verified","tache":"code","etat":"actif","score_publie":0.7066115702479339,"score_0_1":0.7066,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-02-06","source":"https://epoch.ai/benchmarks","niveau_suggere":78.6},{"benchmark":"dtbench","tache":"raisonnement","etat":"sature","score_publie":0.816,"score_0_1":0.6933,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://conceptualreasoning.ai/dtbench","niveau_suggere":73.7},{"benchmark":"gpqa_diamond","tache":"sciences","etat":"actif","score_publie":0.7626262626262627,"score_0_1":0.6835,"reflexion":"budget","harnais":null,"provenance":"independant","date":"2025-05-22","source":"https://epoch.ai/benchmarks","niveau_suggere":69.8},{"benchmark":"otis_mock_aime_2024_2025","tache":"maths","etat":"sature","score_publie":0.6444444444444445,"score_0_1":0.6441,"reflexion":"budget","harnais":null,"provenance":"independant","date":"2025-05-28","source":"https://epoch.ai/benchmarks","niveau_suggere":66.4},{"benchmark":"metr_time_horizons","tache":"agents","etat":"actif","score_publie":0.639292,"score_0_1":0.6393,"reflexion":"budget","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":74.8},{"benchmark":"metr_time_horizons","tache":"agents","etat":"actif","score_publie":0.615452,"score_0_1":0.6155,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":72.5},{"benchmark":"fiction_livebench","tache":"donnees","etat":"archive","score_publie":0.611,"score_0_1":0.611,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":64.3},{"benchmark":"otis_mock_aime_2024_2025","tache":"maths","etat":"sature","score_publie":0.6,"score_0_1":0.5996,"reflexion":"budget","harnais":null,"provenance":"independant","date":"2025-05-22","source":"https://epoch.ai/benchmarks","niveau_suggere":65.1},{"benchmark":"gpqa_diamond","tache":"sciences","etat":"actif","score_publie":0.6919191919191919,"score_0_1":0.5892,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2025-05-22","source":"https://epoch.ai/benchmarks","niveau_suggere":65},{"benchmark":"arena_ecriture","tache":"ecriture","etat":"actif","score_publie":1432.3,"score_0_1":0.5873,"reflexion":"elevee","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":83.9},{"benchmark":"arena_code","tache":"code","etat":"actif","score_publie":1497.9,"score_0_1":0.5724,"reflexion":"elevee","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":81.1},{"benchmark":"arena_ecriture","tache":"ecriture","etat":"actif","score_publie":1416.7,"score_0_1":0.5654,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":80.4},{"benchmark":"arena_expert","tache":"sciences","etat":"actif","score_publie":1448.1,"score_0_1":0.5368,"reflexion":"elevee","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":75.4},{"benchmark":"arena_texte","tache":"usage","etat":"actif","score_publie":1426.1,"score_0_1":0.5346,"reflexion":"elevee","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":75.5},{"benchmark":"arena_code","tache":"code","etat":"actif","score_publie":1464.7,"score_0_1":0.5252,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":73.8},{"benchmark":"arena_maths","tache":"maths","etat":"actif","score_publie":1421.2,"score_0_1":0.5252,"reflexion":"elevee","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":73.8},{"benchmark":"arena_texte","tache":"usage","etat":"actif","score_publie":1414,"score_0_1":0.5173,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":72.7},{"benchmark":"arena_expert","tache":"sciences","etat":"actif","score_publie":1434.1,"score_0_1":0.5167,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":72.7},{"benchmark":"simplebench","tache":"raisonnement","etat":"actif","score_publie":0.588,"score_0_1":0.5056,"reflexion":"budget","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":82.5},{"benchmark":"simplebench","tache":"raisonnement","etat":"actif","score_publie":0.588,"score_0_1":0.5056,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":82.5},{"benchmark":"arena_francais","tache":"francais","etat":"actif","score_publie":1428.1,"score_0_1":0.503,"reflexion":"elevee","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":71.4},{"benchmark":"arena_maths","tache":"maths","etat":"actif","score_publie":1404.3,"score_0_1":0.5009,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":70.3},{"benchmark":"geobench","tache":"vision","etat":"archive","score_publie":0.49,"score_0_1":0.49,"reflexion":"budget","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":36.5},{"benchmark":"arena_francais","tache":"francais","etat":"actif","score_publie":1418.4,"score_0_1":0.4891,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":69.3},{"benchmark":"arena_vision","tache":"vision","etat":"actif","score_publie":1207.3,"score_0_1":0.4731,"reflexion":"elevee","harnais":null,"provenance":"independant","date":"2026-09-28","source":"https://arena.ai/leaderboard","niveau_suggere":71},{"benchmark":"deepresearch_bench","tache":"agents","etat":"actif","score_publie":0.4679999999999999,"score_0_1":0.468,"reflexion":"budget","harnais":null,"provenance":"externe","date":null,"source":"https://evals.futuresearch.ai/#drb","niveau_suggere":81.2},{"benchmark":"arena_vision","tache":"vision","etat":"actif","score_publie":1188.4,"score_0_1":0.4461,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-28","source":"https://arena.ai/leaderboard","niveau_suggere":66.6},{"benchmark":"lmca","tache":"raisonnement","etat":"actif","score_publie":37.43,"score_0_1":0.4404,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://conceptualreasoning.ai/lmca","niveau_suggere":78.1},{"benchmark":"weirdml","tache":"code","etat":"actif","score_publie":0.4372,"score_0_1":0.4372,"reflexion":"budget","harnais":null,"provenance":"externe","date":null,"source":"https://htihle.github.io/weirdml.html","niveau_suggere":70.3},{"benchmark":"otis_mock_aime_2024_2025","tache":"maths","etat":"sature","score_publie":0.4222222222222222,"score_0_1":0.4216,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2025-05-22","source":"https://epoch.ai/benchmarks","niveau_suggere":60.2},{"benchmark":"cybench","tache":"securite","etat":"archive","score_publie":0.38,"score_0_1":0.38,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":71.6},{"benchmark":"arc_agi","tache":"raisonnement","etat":"sature","score_publie":0.3567,"score_0_1":0.3567,"reflexion":"budget","harnais":null,"provenance":"externe","date":null,"source":"https://arcprize.org/leaderboard","niveau_suggere":70.5},{"benchmark":"arc_agi","tache":"raisonnement","etat":"sature","score_publie":0.3067,"score_0_1":0.3067,"reflexion":"budget","harnais":null,"provenance":"externe","date":null,"source":"https://arcprize.org/leaderboard","niveau_suggere":69.2},{"benchmark":"arc_agi","tache":"raisonnement","etat":"sature","score_publie":0.27,"score_0_1":0.27,"reflexion":"budget","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":68.1},{"benchmark":"arc_agi","tache":"raisonnement","etat":"sature","score_publie":0.225,"score_0_1":0.225,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":66.7},{"benchmark":"forecastbench","tache":"raisonnement","etat":"actif","score_publie":61.1,"score_0_1":0.222,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":87.5},{"benchmark":"arc_agi_2","tache":"raisonnement","etat":"sature","score_publie":0.0861,"score_0_1":0.0861,"reflexion":"budget","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":74.6},{"benchmark":"frontiermath","tache":"maths","etat":"actif","score_publie":0.0448275862068965,"score_0_1":0.0786,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2025-07-04","source":"https://epoch.ai/benchmarks","niveau_suggere":65.3},{"benchmark":"frontiermath","tache":"maths","etat":"actif","score_publie":0.0413793103448275,"score_0_1":0.0726,"reflexion":"budget","harnais":null,"provenance":"independant","date":"2025-08-05","source":"https://epoch.ai/benchmarks","niveau_suggere":64.8},{"benchmark":"vpct","tache":"vision","etat":"archive","score_publie":0.38,"score_0_1":0.07,"reflexion":"budget","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":70.7},{"benchmark":"frontiermath_tier_4","tache":"maths","etat":"actif","score_publie":0.0416666666666666,"score_0_1":0.0694,"reflexion":"budget","harnais":null,"provenance":"independant","date":"2025-07-01","source":"https://epoch.ai/benchmarks","niveau_suggere":76.5},{"benchmark":"gso_bench","tache":"code","etat":"actif","score_publie":0.069,"score_0_1":0.069,"reflexion":"inconnue","harnais":"OpenHands","provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":74.3},{"benchmark":"gso_bench","tache":"code","etat":"actif","score_publie":0.0686,"score_0_1":0.0686,"reflexion":"inconnue","harnais":"OpenHands","provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":74.3},{"benchmark":"hle","tache":"sciences","etat":"actif","score_publie":0.1072,"score_0_1":0.0622,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":65.4},{"benchmark":"enigmaeval","tache":"raisonnement","etat":"actif","score_publie":0.0557,"score_0_1":0.0557,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://labs.scale.com/leaderboard/enigma_eval","niveau_suggere":72.3},{"benchmark":"arc_agi_2","tache":"raisonnement","etat":"sature","score_publie":0.0452,"score_0_1":0.0452,"reflexion":"budget","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":71.5},{"benchmark":"hle","tache":"sciences","etat":"actif","score_publie":0.0668,"score_0_1":0.0197,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":52.2},{"benchmark":"arc_agi_2","tache":"raisonnement","etat":"sature","score_publie":0.0127,"score_0_1":0.0127,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":65.8},{"benchmark":"critpt","tache":"sciences","etat":"actif","score_publie":0.003,"score_0_1":0.003,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":61.2},{"benchmark":"frontiermath_tier_4","tache":"maths","etat":"actif","score_publie":0,"score_0_1":0,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2025-07-01","source":"https://epoch.ai/benchmarks","niveau_suggere":66},{"benchmark":"arc_agi_2","tache":"raisonnement","etat":"sature","score_publie":0,"score_0_1":0,"reflexion":"budget","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":64.7},{"benchmark":"vpct","tache":"vision","etat":"archive","score_publie":0.33,"score_0_1":0,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":62.4}],"qualite_prix":{"prix_mixte_eur":26.337,"score_attendu":94.8,"avantage":-22.9,"avantage_bas":-25.8,"avantage_haut":-20,"meilleur_compromis":false,"rang":164}}}