{"source":"Quelle IA, le classement des modèles de langage","page":"https://quelleia.com/modeles/qwen3-7-plus/","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":"Essayer sur Qwen Chat","url":"https://chat.qwen.ai"},{"type":"openrouter","libelle":"Utiliser par API sur OpenRouter","url":"https://openrouter.ai/qwen/qwen3.7-plus"},{"type":"api","libelle":"Documentation de l'API (Alibaba)","url":"https://www.alibabacloud.com/help/en/model-studio"},{"type":"editeur","libelle":"Site de l'éditeur (Alibaba)","url":"https://qwen.ai"}],"id":"qwen3-7-plus","nom":"Qwen3.7-Plus","editeur":"Alibaba","pays":"Chine","date_sortie":"2026-06-02","nouveau":false,"poids_ouverts":false,"acces":"API access","licence":"proprietary","local":null,"prix_eur_par_million":{"entree":0.2775,"sortie":1.1098},"hebergeable_ue":false,"classe_energie":"D","contexte_jetons":1000000,"entrees":["text","image","video"],"niveaux_reflexion":null,"connaissances_jusqu_a":"2025-04","general":{"score":78.7,"bas":75.7,"haut":81.7,"mesures":19,"poids_couvert":95,"sources":13,"provisoire":false,"historique":false,"rang":67,"groupe":8},"taches":{"raisonnement":{"score":78.7,"bas":74.5,"haut":82.9,"mesures":4,"benchmarks_tache":9,"couverture":44,"provisoire":false,"rang":48},"code":{"score":75.6,"bas":68.4,"haut":82.8,"mesures":3,"benchmarks_tache":13,"couverture":23,"provisoire":true},"agents":{"score":78.2,"bas":70.4,"haut":86,"mesures":1,"benchmarks_tache":9,"couverture":11,"provisoire":true},"usage":{"score":80.3,"bas":72.1,"haut":88.5,"mesures":1,"benchmarks_tache":1,"couverture":100,"provisoire":false,"rang":63},"maths":{"score":77.7,"bas":73.4,"haut":82,"mesures":3,"benchmarks_tache":8,"couverture":38,"provisoire":true},"sciences":{"score":80.8,"bas":74.7,"haut":86.9,"mesures":3,"benchmarks_tache":5,"couverture":60,"provisoire":false,"rang":38},"francais":{"score":76.6,"bas":65.6,"haut":87.6,"mesures":2,"benchmarks_tache":10,"couverture":50,"provisoire":false,"rang":41},"vision":{"score":81.3,"bas":73.2,"haut":89.5,"mesures":1,"benchmarks_tache":3,"couverture":33,"provisoire":true},"ecriture":{"score":81.1,"bas":72.9,"haut":89.3,"mesures":1,"benchmarks_tache":1,"couverture":100,"provisoire":false,"rang":59}},"reflexions_mesurees":["sans"],"harnais_mesures":["mini-SWE-agent"],"mesures":[{"benchmark":"otis_mock_aime_2024_2025","tache":"maths","etat":"sature","score_publie":0.9333333333333332,"score_0_1":0.9333,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-08-07","source":"https://epoch.ai/benchmarks","niveau_suggere":80.4},{"benchmark":"gpqa_diamond","tache":"sciences","etat":"actif","score_publie":0.8787878787878788,"score_0_1":0.8384,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-08-07","source":"https://epoch.ai/benchmarks","niveau_suggere":80.1},{"benchmark":"otis_mock_aime_2024_2025","tache":"maths","etat":"sature","score_publie":0.8,"score_0_1":0.7998,"reflexion":"sans","harnais":null,"provenance":"independant","date":"2026-08-07","source":"https://epoch.ai/benchmarks","niveau_suggere":71.8},{"benchmark":"gpqa_diamond","tache":"sciences","etat":"actif","score_publie":0.8181818181818182,"score_0_1":0.7576,"reflexion":"sans","harnais":null,"provenance":"independant","date":"2026-08-07","source":"https://epoch.ai/benchmarks","niveau_suggere":74.2},{"benchmark":"dtbench","tache":"raisonnement","etat":"sature","score_publie":0.84,"score_0_1":0.7333,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://conceptualreasoning.ai/dtbench","niveau_suggere":76.5},{"benchmark":"arena_maths","tache":"maths","etat":"actif","score_publie":1465.7,"score_0_1":0.5883,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":82.9},{"benchmark":"arena_expert","tache":"sciences","etat":"actif","score_publie":1484.3,"score_0_1":0.588,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":82.3},{"benchmark":"arena_ecriture","tache":"ecriture","etat":"actif","score_publie":1432.1,"score_0_1":0.587,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":83.8},{"benchmark":"arena_texte","tache":"usage","etat":"actif","score_publie":1455.9,"score_0_1":0.577,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":82.4},{"benchmark":"arena_code","tache":"code","etat":"actif","score_publie":1500.5,"score_0_1":0.5761,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":81.7},{"benchmark":"arena_francais","tache":"francais","etat":"actif","score_publie":1476.9,"score_0_1":0.5727,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":81.8},{"benchmark":"arena_vision","tache":"vision","etat":"actif","score_publie":1265.8,"score_0_1":0.557,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-28","source":"https://arena.ai/leaderboard","niveau_suggere":84.8},{"benchmark":"scicode","tache":"code","etat":"actif","score_publie":0.454861111111111,"score_0_1":0.4549,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://artificialanalysis.ai/evaluations/scicode","niveau_suggere":77.9},{"benchmark":"lmca","tache":"raisonnement","etat":"actif","score_publie":37.58,"score_0_1":0.4421,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://conceptualreasoning.ai/lmca","niveau_suggere":78.2},{"benchmark":"comparia","tache":"francais","etat":"actif","score_publie":965,"score_0_1":0.4145,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arene.comparia.beta.gouv.fr/ranking","niveau_suggere":47.3},{"benchmark":"frontiermath_tiers_1_3_v2","tache":"maths","etat":"actif","score_publie":0.343859649122807,"score_0_1":0.3439,"reflexion":"sans","harnais":null,"provenance":"independant","date":"2026-08-29","source":"https://epoch.ai/benchmarks","niveau_suggere":76.8},{"benchmark":"chess_puzzles","tache":"raisonnement","etat":"actif","score_publie":0.24,"score_0_1":0.2003,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-08-07","source":"https://epoch.ai/benchmarks","niveau_suggere":80.4},{"benchmark":"frontiercode","tache":"code","etat":"actif","score_publie":0.102,"score_0_1":0.102,"reflexion":"inconnue","harnais":"mini-SWE-agent","provenance":"externe","date":null,"source":"https://cognition.com/frontiercode","niveau_suggere":70.6},{"benchmark":"critpt","tache":"sciences","etat":"actif","score_publie":0.0914285714285714,"score_0_1":0.0914,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":82.2},{"benchmark":"mystery_game_puzzles","tache":"raisonnement","etat":"actif","score_publie":0.17,"score_0_1":0.0857,"reflexion":"sans","harnais":null,"provenance":"independant","date":"2026-08-27","source":"https://epoch.ai/benchmarks","niveau_suggere":79.9},{"benchmark":"mystery_game_puzzles","tache":"raisonnement","etat":"actif","score_publie":0.17,"score_0_1":0.0857,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-08-28","source":"https://epoch.ai/benchmarks","niveau_suggere":79.9},{"benchmark":"chess_puzzles","tache":"raisonnement","etat":"actif","score_publie":0.09,"score_0_1":0.0425,"reflexion":"sans","harnais":null,"provenance":"independant","date":"2026-08-07","source":"https://epoch.ai/benchmarks","niveau_suggere":62.7},{"benchmark":"osworld_2","tache":"agents","etat":"actif","score_publie":0.0279999999999999,"score_0_1":0.028,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://osworld-v2.xlang.ai/","niveau_suggere":76.6}],"qualite_prix":{"prix_mixte_eur":0.486,"score_attendu":76.5,"avantage":2.2,"avantage_bas":-0.8,"avantage_haut":5.2,"meilleur_compromis":false,"rang":45}}}