{"source":"Quelle IA, le classement des modèles de langage","page":"https://quelleia.com/modeles/glm-5-3/","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":"telecharger","libelle":"Télécharger sur Hugging Face","url":"https://huggingface.co/zai-org/GLM-5.3"},{"type":"essayer","libelle":"Essayer sur Z.ai","url":"https://chat.z.ai"},{"type":"ollama","libelle":"Chercher sur Ollama","url":"https://ollama.com/search?q=GLM-5.3"},{"type":"versions_allegees","libelle":"Chercher les versions allégées sur Hugging Face","url":"https://huggingface.co/models?library=gguf&search=GLM-5.3"},{"type":"openrouter","libelle":"Utiliser par API sur OpenRouter","url":"https://openrouter.ai/z-ai/glm-5.3"},{"type":"api","libelle":"Documentation de l'API (Z.ai (Zhipu AI))","url":"https://docs.z.ai"},{"type":"editeur","libelle":"Site de l'éditeur (Z.ai (Zhipu AI))","url":"https://z.ai"},{"type":"api","libelle":"Utiliser par API chez Mistral AI, hébergé en Europe","url":"https://docs.mistral.ai/models/zai-glm-5-3"}],"id":"glm-5-3","nom":"GLM-5.3","editeur":"Z.ai (Zhipu AI)","pays":"Chine","date_sortie":"2026-08-14","nouveau":false,"poids_ouverts":true,"acces":"API access","licence":"MIT","local":{"parametres_milliards":744,"memoire_go":{"allegee_4_bits":513.4,"allegee_8_bits":898.4,"complete_16_bits":1711.2},"plus_petite_machine":null,"version_sur_cette_machine":null,"par_famille":{"carte_graphique":null,"pc_portable_rtx":null,"pc_portable_intel":null,"pc_portable_snapdragon":null,"mac":null,"ryzen_ai_max":null,"nvidia":null,"generique":null},"estimation":true},"prix_eur_par_million":{"entree":1.4,"sortie":4.4},"hebergeable_ue":true,"classe_energie":"E","contexte_jetons":1048576,"entrees":["text"],"niveaux_reflexion":["low","high","max"],"connaissances_jusqu_a":null,"general":{"score":88.4,"bas":86.7,"haut":90,"mesures":25,"poids_couvert":95,"sources":19,"provisoire":false,"historique":false,"rang":24,"groupe":5},"taches":{"raisonnement":{"score":86,"bas":80.8,"haut":91.2,"mesures":4,"benchmarks_tache":9,"couverture":44,"provisoire":false,"rang":28},"code":{"score":91.5,"bas":89.3,"haut":93.7,"mesures":6,"benchmarks_tache":13,"couverture":46,"provisoire":false,"rang":9},"agents":{"score":90.7,"bas":86.1,"haut":95.4,"mesures":2,"benchmarks_tache":9,"couverture":22,"provisoire":true},"usage":{"score":88.1,"bas":80,"haut":96.3,"mesures":1,"benchmarks_tache":1,"couverture":100,"provisoire":false,"rang":21},"maths":{"score":87.3,"bas":85.9,"haut":88.8,"mesures":5,"benchmarks_tache":8,"couverture":62,"provisoire":false,"rang":22},"sciences":{"score":88.9,"bas":83.1,"haut":94.7,"mesures":3,"benchmarks_tache":5,"couverture":60,"provisoire":false,"rang":16},"francais":{"score":86.6,"bas":76.7,"haut":96.4,"mesures":2,"benchmarks_tache":10,"couverture":50,"provisoire":false,"rang":16},"ecriture":{"score":88.6,"bas":80.5,"haut":96.8,"mesures":1,"benchmarks_tache":1,"couverture":100,"provisoire":false,"rang":21},"web":{"score":91.8,"bas":86,"haut":97.6,"mesures":1,"benchmarks_tache":1,"couverture":100,"provisoire":false,"rang":17}},"reflexions_mesurees":["maximale"],"harnais_mesures":["chisel","mini-SWE-agent","proximus"],"mesures":[{"benchmark":"otis_mock_aime_2024_2025","tache":"maths","etat":"sature","score_publie":0.9111111111111112,"score_0_1":0.911,"reflexion":"maximale","harnais":null,"provenance":"independant","date":"2026-08-24","source":"https://epoch.ai/benchmarks","niveau_suggere":78.3},{"benchmark":"gpqa_diamond","tache":"sciences","etat":"actif","score_publie":0.9090909090909092,"score_0_1":0.8788,"reflexion":"maximale","harnais":null,"provenance":"independant","date":"2026-08-24","source":"https://epoch.ai/benchmarks","niveau_suggere":84.1},{"benchmark":"dtbench","tache":"raisonnement","etat":"sature","score_publie":0.8767,"score_0_1":0.7945,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://conceptualreasoning.ai/dtbench","niveau_suggere":81.3},{"benchmark":"weirdml","tache":"code","etat":"actif","score_publie":0.7540000000000001,"score_0_1":0.754,"reflexion":"maximale","harnais":null,"provenance":"externe","date":null,"source":"https://htihle.github.io/weirdml.html","niveau_suggere":93.5},{"benchmark":"arena_webdev","tache":"web","etat":"actif","score_publie":1622,"score_0_1":0.7407,"reflexion":"maximale","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":92.4},{"benchmark":"deepswe","tache":"code","etat":"actif","score_publie":0.6895787139689579,"score_0_1":0.6896,"reflexion":"maximale","harnais":"mini-SWE-agent","provenance":"externe","date":null,"source":"https://deepswe.datacurve.ai/","niveau_suggere":92.6},{"benchmark":"frontiermath_tiers_1_3_v2","tache":"maths","etat":"actif","score_publie":0.6877192982456141,"score_0_1":0.6877,"reflexion":"maximale","harnais":null,"provenance":"independant","date":"2026-08-25","source":"https://epoch.ai/benchmarks","niveau_suggere":87.8},{"benchmark":"lmca","tache":"raisonnement","etat":"actif","score_publie":55.51,"score_0_1":0.6531,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://conceptualreasoning.ai/lmca","niveau_suggere":92.6},{"benchmark":"arena_expert","tache":"sciences","etat":"actif","score_publie":1518.5,"score_0_1":0.6347,"reflexion":"maximale","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":88.8},{"benchmark":"arena_francais","tache":"francais","etat":"actif","score_publie":1516.6,"score_0_1":0.6275,"reflexion":"maximale","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":90.3},{"benchmark":"arena_maths","tache":"maths","etat":"actif","score_publie":1491.3,"score_0_1":0.6235,"reflexion":"maximale","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":88.2},{"benchmark":"arena_ecriture","tache":"ecriture","etat":"actif","score_publie":1455.3,"score_0_1":0.619,"reflexion":"maximale","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":89},{"benchmark":"arena_texte","tache":"usage","etat":"actif","score_publie":1479.4,"score_0_1":0.6096,"reflexion":"maximale","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":87.8},{"benchmark":"arena_code","tache":"code","etat":"actif","score_publie":1521.3,"score_0_1":0.6051,"reflexion":"maximale","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":86.2},{"benchmark":"scicode","tache":"code","etat":"actif","score_publie":0.590277777777778,"score_0_1":0.5903,"reflexion":"maximale","harnais":null,"provenance":"externe","date":null,"source":"https://artificialanalysis.ai/evaluations/scicode","niveau_suggere":94},{"benchmark":"apex_agents","tache":"agents","etat":"actif","score_publie":0.5660000000000001,"score_0_1":0.566,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":91.1},{"benchmark":"vending_bench_2","tache":"agents","etat":"actif","score_publie":8163.609999999998,"score_0_1":0.5206,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":89.7},{"benchmark":"proofbench","tache":"maths","etat":"sature","score_publie":0.49,"score_0_1":0.49,"reflexion":"maximale","harnais":null,"provenance":"externe","date":null,"source":"https://www.vals.ai/benchmarks/proof_bench","niveau_suggere":87.8},{"benchmark":"comparia","tache":"francais","etat":"actif","score_publie":1004,"score_0_1":0.4698,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arene.comparia.beta.gouv.fr/ranking","niveau_suggere":64.3},{"benchmark":"simpleqa_verified","tache":"donnees","etat":"actif","score_publie":0.41,"score_0_1":0.41,"reflexion":"maximale","harnais":null,"provenance":"independant","date":"2026-08-28","source":"https://epoch.ai/benchmarks","niveau_suggere":81.6},{"benchmark":"frontiercode","tache":"code","etat":"actif","score_publie":0.4014,"score_0_1":0.4014,"reflexion":"maximale","harnais":"chisel","provenance":"externe","date":null,"source":"https://cognition.com/frontiercode","niveau_suggere":90.3},{"benchmark":"frontierswe","tache":"code","etat":"actif","score_publie":0.3018186411764705,"score_0_1":0.3018,"reflexion":"maximale","harnais":"proximus","provenance":"externe","date":null,"source":"https://www.frontierswe.com/","niveau_suggere":91.2},{"benchmark":"frontiermath_tier_4_v2","tache":"maths","etat":"sature","score_publie":0.2926829268292683,"score_0_1":0.2927,"reflexion":"maximale","harnais":null,"provenance":"independant","date":"2026-08-25","source":"https://epoch.ai/benchmarks","niveau_suggere":86.5},{"benchmark":"mystery_game_puzzles","tache":"raisonnement","etat":"actif","score_publie":0.33,"score_0_1":0.262,"reflexion":"maximale","harnais":null,"provenance":"independant","date":"2026-08-30","source":"https://epoch.ai/benchmarks","niveau_suggere":88.3},{"benchmark":"critpt","tache":"sciences","etat":"actif","score_publie":0.191428571428571,"score_0_1":0.1914,"reflexion":"maximale","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":90},{"benchmark":"chess_puzzles","tache":"raisonnement","etat":"actif","score_publie":0.21,"score_0_1":0.1688,"reflexion":"maximale","harnais":null,"provenance":"independant","date":"2026-08-24","source":"https://epoch.ai/benchmarks","niveau_suggere":78.2}],"qualite_prix":{"prix_mixte_eur":2.15,"score_attendu":83.3,"avantage":5.1,"avantage_bas":3.4,"avantage_haut":6.7,"meilleur_compromis":false,"rang":19}}}