{"source":"Quelle IA, le classement des modèles de langage","page":"https://quelleia.com/modeles/gemini-1-5-flash-sep-2024/","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 : Gemini","url":"https://gemini.google.com"},{"type":"api","libelle":"Documentation de l'API (Google DeepMind)","url":"https://ai.google.dev"},{"type":"editeur","libelle":"Site de l'éditeur (Google DeepMind)","url":"https://deepmind.google"}],"id":"gemini-1-5-flash-sep-2024","nom":"Gemini 1.5 Flash (Sep 2024)","editeur":"Google DeepMind","pays":"États-Unis","date_sortie":"2024-08-27","nouveau":false,"poids_ouverts":false,"acces":"API access","licence":null,"local":null,"prix_eur_par_million":null,"hebergeable_ue":null,"classe_energie":null,"contexte_jetons":null,"entrees":null,"niveaux_reflexion":null,"connaissances_jusqu_a":null,"general":{"score":49,"bas":44.2,"haut":53.8,"mesures":14,"poids_couvert":95,"sources":8,"provisoire":false,"historique":false,"rang":194,"groupe":12},"taches":{"raisonnement":{"score":45.8,"bas":39,"haut":52.7,"mesures":1,"benchmarks_tache":9,"couverture":11,"provisoire":true},"code":{"score":51.1,"bas":41.8,"haut":60.3,"mesures":2,"benchmarks_tache":13,"couverture":15,"provisoire":true},"agents":{"score":44.8,"bas":36.7,"haut":52.8,"mesures":1,"benchmarks_tache":9,"couverture":11,"provisoire":true},"usage":{"score":48.7,"bas":40.6,"haut":56.8,"mesures":1,"benchmarks_tache":1,"couverture":100,"provisoire":false,"rang":213},"maths":{"score":50.5,"bas":45,"haut":56.1,"mesures":3,"benchmarks_tache":8,"couverture":38,"provisoire":true},"sciences":{"score":49.7,"bas":43.6,"haut":55.9,"mesures":2,"benchmarks_tache":5,"couverture":40,"provisoire":true},"francais":{"score":44.3,"bas":34.1,"haut":54.4,"mesures":2,"benchmarks_tache":10,"couverture":31,"provisoire":true},"vision":{"score":51.6,"bas":43.5,"haut":59.6,"mesures":1,"benchmarks_tache":3,"couverture":33,"provisoire":true},"ecriture":{"score":51.1,"bas":42.9,"haut":59.2,"mesures":1,"benchmarks_tache":1,"couverture":100,"provisoire":false,"rang":202}},"reflexions_mesurees":[],"harnais_mesures":[],"mesures":[{"benchmark":"geobench","tache":"vision","etat":"archive","score_publie":0.76,"score_0_1":0.76,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":82.2},{"benchmark":"piqa","tache":"autre","etat":"archive","score_publie":0.875,"score_0_1":0.75,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":73.5},{"benchmark":"mmlu","tache":"autre","etat":"archive","score_publie":0.739,"score_0_1":0.652,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://epoch.ai/benchmarks","niveau_suggere":32.5},{"benchmark":"math_level_5","tache":"maths","etat":"archive","score_publie":0.6186744712990937,"score_0_1":0.6187,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2025-01-27","source":"https://epoch.ai/benchmarks","niveau_suggere":52.9},{"benchmark":"arena_ecriture","tache":"ecriture","etat":"actif","score_publie":1297.7,"score_0_1":0.3961,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":53.5},{"benchmark":"euroeval_scala_fr","tache":"francais","etat":"actif","score_publie":38.72,"score_0_1":0.3872,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":null,"source":"https://euroeval.com/leaderboards/Monolingual/french/","niveau_suggere":42.7},{"benchmark":"arena_vision","tache":"vision","etat":"actif","score_publie":1141.3,"score_0_1":0.3805,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-28","source":"https://arena.ai/leaderboard","niveau_suggere":55.5},{"benchmark":"arena_texte","tache":"usage","etat":"actif","score_publie":1309.2,"score_0_1":0.3695,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":48.4},{"benchmark":"arena_maths","tache":"maths","etat":"actif","score_publie":1288.7,"score_0_1":0.3403,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":46.6},{"benchmark":"arena_code","tache":"code","etat":"actif","score_publie":1316.1,"score_0_1":0.3198,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":41.3},{"benchmark":"arena_expert","tache":"sciences","etat":"actif","score_publie":1284.6,"score_0_1":0.3113,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":44.2},{"benchmark":"arena_francais","tache":"francais","etat":"actif","score_publie":1284.4,"score_0_1":0.3068,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2026-09-30","source":"https://arena.ai/leaderboard","niveau_suggere":40.6},{"benchmark":"gpqa_diamond","tache":"sciences","etat":"actif","score_publie":0.4731691919191919,"score_0_1":0.2976,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2025-01-27","source":"https://epoch.ai/benchmarks","niveau_suggere":50.7},{"benchmark":"weirdml","tache":"code","etat":"actif","score_publie":0.2487,"score_0_1":0.2487,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://htihle.github.io/weirdml.html","niveau_suggere":55.9},{"benchmark":"dtbench","tache":"raisonnement","etat":"sature","score_publie":0.5379,"score_0_1":0.2298,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://conceptualreasoning.ai/dtbench","niveau_suggere":45},{"benchmark":"otis_mock_aime_2024_2025","tache":"maths","etat":"sature","score_publie":0.1625,"score_0_1":0.1617,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2025-02-25","source":"https://epoch.ai/benchmarks","niveau_suggere":51.1},{"benchmark":"balrog","tache":"agents","etat":"actif","score_publie":0.146,"score_0_1":0.146,"reflexion":"inconnue","harnais":null,"provenance":"externe","date":null,"source":"https://balrogai.com/","niveau_suggere":37.6},{"benchmark":"frontiermath","tache":"maths","etat":"actif","score_publie":0,"score_0_1":0,"reflexion":"inconnue","harnais":null,"provenance":"independant","date":"2025-03-07","source":"https://epoch.ai/benchmarks","niveau_suggere":52.4}]}}