{"source":"Quelle IA, le classement des modèles de langage","page":"https://quelleia.com/benchmarks/frontiercode/","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":"frontiercode","nom":"FrontierCode","tache":"code","etat":"actif","echelle":"unite","modeles":37,"poids_general":1.15,"difficulte":94.7,"pente":0.0903,"en_une_phrase":"Produire, pour un vrai ticket d'un projet open source, un correctif assez propre pour être accepté par les responsables du projet.","notation":"Note moyenne sur cinq essais selon une grille pondérée, sur les 100 tâches les plus dures ; un seul critère bloquant manqué donne zéro.","limites":"Classement tenu par Cognition, éditeur de l'agent Devin, qui y figure. Le score retenu est celui du meilleur réglage de chaque modèle, avec des harnais différents.","mainteneur":"Cognition","url":"https://cognition.com/frontiercode","verifie":true},"tache":{"id":"code","nom":"Code","poids_general":15,"benchmarks_actifs":13},"modeles_mesures":37,"mesures":37,"classement":[{"rang":1,"modele":"claude-fable-5","nom":"Claude Fable 5","editeur":"Anthropic","page":"https://quelleia.com/modeles/claude-fable-5/","score_publie":0.5348,"score_0_1":0.5348,"niveau_suggere":96.2,"reflexion":"inconnue","harnais":"Claude Code","configurations_mesurees":1,"date":null,"source":"https://cognition.com/frontiercode"},{"rang":2,"modele":"claude-opus-5","nom":"Claude Opus 5","editeur":"Anthropic","page":"https://quelleia.com/modeles/claude-opus-5/","score_publie":0.5338,"score_0_1":0.5338,"niveau_suggere":96.2,"reflexion":"maximale","harnais":"Claude 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