{"source":"Quelle IA, le classement des modèles de langage","page":"https://quelleia.com/modeles/deepseek-v3-2-exp/","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 DeepSeek","url":"https://chat.deepseek.com"},{"type":"openrouter","libelle":"Utiliser par API sur OpenRouter","url":"https://openrouter.ai/deepseek/deepseek-v3.2-exp"},{"type":"api","libelle":"Documentation de l'API (DeepSeek)","url":"https://api-docs.deepseek.com"},{"type":"editeur","libelle":"Site de l'éditeur (DeepSeek)","url":"https://www.deepseek.com"}],"id":"deepseek-v3-2-exp","nom":"DeepSeek-V3.2-Exp","editeur":"DeepSeek","pays":"Chine","date_sortie":"2025-09-29","nouveau":false,"poids_ouverts":false,"acces":"Open weights (unrestricted)","licence":null,"local":null,"prix_eur_par_million":{"entree":0.25,"sortie":0.38},"hebergeable_ue":null,"classe_energie":null,"contexte_jetons":131072,"entrees":["text"],"niveaux_reflexion":null,"connaissances_jusqu_a":null,"general":{"score":72.2,"bas":67.2,"haut":77.2,"mesures":13,"poids_couvert":95,"sources":7,"provisoire":false,"historique":false,"rang":100,"groupe":9},"taches":{"raisonnement":{"score":75.6,"bas":68.4,"haut":82.8,"mesures":2,"benchmarks_tache":9,"couverture":22,"provisoire":true},"code":{"score":69.6,"bas":63.4,"haut":75.8,"mesures":3,"benchmarks_tache":13,"couverture":23,"provisoire":true},"agents":{"score":79,"bas":71.2,"haut":86.8,"mesures":1,"benchmarks_tache":9,"couverture":11,"provisoire":true},"usage":{"score":73.5,"bas":65.3,"haut":81.7,"mesures":1,"benchmarks_tache":1,"couverture":100,"provisoire":false,"rang":99},"maths":{"score":73,"bas":64.8,"haut":81.2,"mesures":1,"benchmarks_tache":8,"couverture":12,"provisoire":true},"sciences":{"score":73.5,"bas":65.3,"haut":81.7,"mesures":2,"benchmarks_tache":5,"couverture":40,"provisoire":true},"francais":{"score":73.8,"bas":65.5,"haut":82,"mesures":1,"benchmarks_tache":10,"couverture":25,"provisoire":true},"ecriture":{"score":75.1,"bas":66.9,"haut":83.3,"mesures":1,"benchmarks_tache":1,"couverture":100,"provisoire":false,"rang":92},"web":{"score":69.1,"bas":63.4,"haut":74.7,"mesures":1,"benchmarks_tache":1,"couverture":100,"provisoire":false,"rang":97}},"reflexions_mesurees":["elevee"],"harnais_mesures":[],"mesures":[{"benchmark":"fiction_livebench","tache":"donnees","etat":"archive","score_publie":0.833,"score_0_1":0.833,"reflexion":"elevee","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":78},{"benchmark":"dtbench","tache":"raisonnement","etat":"sature","score_publie":0.8773000000000001,"score_0_1":0.7955,"reflexion":"elevee","harnais":null,"provenance":"externe","date":null,"source":"https://conceptualreasoning.ai/dtbench","niveau_suggere":81.4},{"benchmark":"aider_polyglot","tache":"code","etat":"archive","score_publie":74.2,"score_0_1":0.742,"reflexion":"elevee","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":73.5},{"benchmark":"aider_polyglot","tache":"code","etat":"archive","score_publie":70.2,"score_0_1":0.702,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":71.9},{"benchmark":"arena_ecriture","tache":"ecriture","etat":"actif","score_publie":1409.2,"score_0_1":0.5548,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":78.7},{"benchmark":"arena_code","tache":"code","etat":"actif","score_publie":1474.8,"score_0_1":0.5396,"reflexion":"elevee","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":76.1},{"benchmark":"arena_expert","tache":"sciences","etat":"actif","score_publie":1447.2,"score_0_1":0.5355,"reflexion":"elevee","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":75.2},{"benchmark":"arena_texte","tache":"usage","etat":"actif","score_publie":1424.9,"score_0_1":0.5329,"reflexion":"elevee","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":75.2},{"benchmark":"arena_francais","tache":"francais","etat":"actif","score_publie":1446.7,"score_0_1":0.5298,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":75.3},{"benchmark":"arena_texte","tache":"usage","etat":"actif","score_publie":1422,"score_0_1":0.5288,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":74.5},{"benchmark":"arena_ecriture","tache":"ecriture","etat":"actif","score_publie":1390.9,"score_0_1":0.5286,"reflexion":"elevee","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":74.5},{"benchmark":"arena_code","tache":"code","etat":"actif","score_publie":1466.7,"score_0_1":0.528,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":74.3},{"benchmark":"fiction_livebench","tache":"donnees","etat":"archive","score_publie":0.528,"score_0_1":0.528,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":60.3},{"benchmark":"arena_maths","tache":"maths","etat":"actif","score_publie":1420.6,"score_0_1":0.5243,"reflexion":"elevee","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":73.7},{"benchmark":"arena_maths","tache":"maths","etat":"actif","score_publie":1412.8,"score_0_1":0.5131,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":72.1},{"benchmark":"arena_expert","tache":"sciences","etat":"actif","score_publie":1425,"score_0_1":0.5036,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":71},{"benchmark":"arena_francais","tache":"francais","etat":"actif","score_publie":1421.7,"score_0_1":0.4938,"reflexion":"elevee","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":70},{"benchmark":"vending_bench_2","tache":"agents","etat":"actif","score_publie":1034.004,"score_0_1":0.4497,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":82.4},{"benchmark":"the_agent_company","tache":"agents","etat":"archive","score_publie":0.429,"score_0_1":0.429,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":73.5},{"benchmark":"weirdml","tache":"code","etat":"actif","score_publie":0.3948,"score_0_1":0.3948,"reflexion":"elevee","harnais":null,"provenance":"externe","date":null,"source":"https://htihle.github.io/weirdml.html","niveau_suggere":67.4},{"benchmark":"scicode","tache":"code","etat":"actif","score_publie":0.388888888888889,"score_0_1":0.3889,"reflexion":"elevee","harnais":null,"provenance":"externe","date":null,"source":"https://artificialanalysis.ai/evaluations/scicode","niveau_suggere":69.9},{"benchmark":"lmca","tache":"raisonnement","etat":"actif","score_publie":29.11,"score_0_1":0.3425,"reflexion":"elevee","harnais":null,"provenance":"externe","date":null,"source":"https://conceptualreasoning.ai/lmca","niveau_suggere":71.3},{"benchmark":"arena_webdev","tache":"web","etat":"actif","score_publie":1271.9,"score_0_1":0.2757,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":68.5},{"benchmark":"cl_bench","tache":"donnees","etat":"actif","score_publie":0.132,"score_0_1":0.132,"reflexion":"elevee","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":67.5},{"benchmark":"cl_bench_life","tache":"donnees","etat":"actif","score_publie":0.095,"score_0_1":0.095,"reflexion":"elevee","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":74.8},{"benchmark":"critpt","tache":"sciences","etat":"actif","score_publie":0.0285714285714286,"score_0_1":0.0286,"reflexion":"elevee","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":71}],"qualite_prix":{"prix_mixte_eur":0.282,"score_attendu":74,"avantage":-1.8,"avantage_bas":-6.8,"avantage_haut":3.2,"meilleur_compromis":false,"rang":66}}}