Échecs par catégorie AI BENCHY
Spécifique au domaine
Mauvaise réponse
Spécifique au domaine
Mauvaise réponse
Voyez quels modèles d'IA ont le plus de chances de rencontrer Mauvaise réponse sur Spécifique au domaine, pour repérer plus vite les points faibles.
Raisons d'échec liées
| Rang | Modèle | Entreprise | Nombre de Mauvaise réponse | Score de catégorie | Tests corrects | Temps de réponse (moy.) |
|---|---|---|---|---|---|---|
| #10 | Qwen3.5-122B-A10B medium | Qwen | 3 | 10.0 | 0/3 | 63.4s |
| #12 | Gemini 3.1 Flash Lite Preview medium | 3 | 10.0 | 0/3 | 4.21s | |
| #19 | GPT-5.3 Chat none | OpenAI | 3 | 10.0 | 0/3 | 13.0s |
| #31 | GLM 5 none | Z.ai | 3 | 10.0 | 0/3 | 2.24s |
| #33 | DeepSeek V3.2 none | DeepSeek | 3 | 10.0 | 0/3 | 1.61s |
| #36 | Mercury 2 medium | Inception | 3 | 10.0 | 0/3 | 6.48s |
| #39 | gpt-oss-120b medium | OpenAI | 3 | 10.0 | 0/3 | 50.9s |
| #41 | Qwen3.5-27B none | Qwen | 3 | 10.0 | 0/3 | 540ms |
| #47 | GPT-4o-mini none | OpenAI | 3 | 10.0 | 0/3 | 637ms |
| #3 | GPT-5.3-Codex medium | OpenAI | 2 | 4.0 | 1/3 | 64.3s |
| #5 | Gemini 3 Flash Preview low | 2 | 4.0 | 1/3 | 8.05s | |
| #6 | Gemini 3 Pro Preview medium | 2 | 4.0 | 1/3 | 7.01s | |
| #8 | Gemini 3.1 Flash Lite Preview high | 2 | 4.0 | 1/3 | 127.6s | |
| #9 | GPT-5.4 medium | OpenAI | 2 | 4.0 | 1/3 | 74.3s |
| #13 | Step 3.5 Flash medium | Stepfun | 2 | 4.0 | 1/3 | 170.5s |
| #14 | GLM 5 medium | Z.ai | 2 | 10.0 | 0/3 | 0ms |
| #15 | GPT-5.2 Chat none | OpenAI | 2 | 4.0 | 1/3 | 17.8s |
| #16 | Gemini 2.5 Flash medium | 2 | 4.0 | 1/3 | 37.3s | |
| #17 | Gemini 3.1 Flash Lite Preview low | 2 | 4.0 | 1/3 | 2.36s | |
| #21 | MiMo-V2-Flash medium | Xiaomi | 2 | 4.0 | 1/3 | 96.0s |
| #22 | Gemini 3.1 Flash Lite Preview none | 2 | 4.0 | 1/3 | 942ms | |
| #28 | Kimi K2.5 medium | Moonshot AI | 2 | 10.0 | 0/3 | 137.3s |
| #29 | Qwen3.5 Plus 2026-02-15 none | Qwen | 2 | 4.0 | 1/3 | 1.17s |
| #32 | GPT-5 Mini medium | OpenAI | 2 | 10.0 | 0/3 | 44.6s |
| #38 | Gemini 2.5 Flash none | 2 | 4.0 | 1/3 | 495ms | |
| #40 | Qwen3.5-122B-A10B none | Qwen | 2 | 4.0 | 1/3 | 465ms |
| #43 | MiniMax M2.5 medium | Minimax | 2 | 10.0 | 0/3 | 237.3s |
| #44 | GPT-5.4 none | OpenAI | 2 | 4.0 | 1/3 | 1.07s |
| #45 | Trinity Large Preview none | Arcee AI | 2 | 4.0 | 1/3 | 877ms |
| #46 | Kimi K2.5 none | Moonshot AI | 2 | 4.0 | 1/3 | 4.38s |
| #48 | Qwen3 Coder Next none | Qwen | 2 | 4.0 | 1/3 | 962ms |
| #50 | Qwen3 Coder Next medium | Qwen | 2 | 4.0 | 1/3 | 638ms |
| #51 | Mercury 2 none | Inception | 2 | 4.0 | 1/3 | 534ms |
| #52 | GLM 4.7 Flash medium | Z.ai | 2 | 10.0 | 0/3 | 174.6s |
| #53 | Grok 4.1 Fast none | X AI | 2 | 4.0 | 1/3 | 1.06s |
| #54 | MiMo-V2-Flash none | Xiaomi | 2 | 4.0 | 1/3 | 564ms |
| #2 | Gemini 3.1 Pro Preview medium | 1 | 7.0 | 2/3 | 32.7s | |
| #4 | Qwen3.5 Plus 2026-02-15 medium | Qwen | 1 | 4.0 | 1/3 | 17.5s |
| #7 | Qwen3.5-27B medium | Qwen | 1 | 4.0 | 1/3 | 79.5s |
| #11 | Claude Sonnet 4.6 medium | Anthropic | 1 | 10.0 | 0/3 | 0ms |
| #18 | DeepSeek V3.2 medium | DeepSeek | 1 | 4.0 | 1/3 | 39.3s |
| #20 | Gemini 3 Flash Preview none | 1 | 7.0 | 2/3 | 963ms | |
| #24 | Qwen3.5-Flash medium | Qwen | 1 | 4.0 | 1/3 | 146.5s |
| #25 | Claude Sonnet 4.6 none | Anthropic | 1 | 7.0 | 2/3 | 3.54s |
| #26 | Claude Opus 4.6 medium | Anthropic | 1 | 10.0 | 0/3 | 83.4s |
| #27 | GPT-5.2 medium | OpenAI | 1 | 4.0 | 1/3 | 77.8s |
| #30 | Grok 4.1 Fast medium | X AI | 1 | 4.0 | 1/3 | 121.8s |
| #34 | GPT-5 Nano medium | OpenAI | 1 | 4.0 | 1/3 | 204.0s |
| #35 | Qwen3.5-35B-A3B medium | Qwen | 1 | 10.0 | 0/3 | 88.3s |
| #37 | Qwen3.5-Flash none | Qwen | 1 | 7.0 | 2/3 | 905ms |
| #42 | Qwen3.5-35B-A3B none | Qwen | 1 | 7.0 | 2/3 | 485ms |
| #49 | GLM 4.7 Flash none | Z.ai | 1 | 7.0 | 2/3 | 744ms |
| #55 | LFM2-24B-A2B none | Liquid | 1 | 4.0 | 1/3 | 287ms |