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. Trier par: Tests corrects ↓.
Raisons d'échec liées
| Rang | Modèle | Entreprise | Nombre de Mauvaise réponse | Score de catégorie | Tests corrects | Temps de réponse (moy.) |
|---|---|---|---|---|---|---|
| #2 | Gemini 3.1 Pro Preview medium | 1 | 7.0 | 2/3 | 32.7s | |
| #20 | Gemini 3 Flash Preview none | 1 | 7.0 | 2/3 | 963ms | |
| #25 | Claude Sonnet 4.6 none | Anthropic | 1 | 7.0 | 2/3 | 3.54s |
| #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 |
| #3 | GPT-5.3-Codex medium | OpenAI | 2 | 4.0 | 1/3 | 64.3s |
| #4 | Qwen3.5 Plus 2026-02-15 medium | Qwen | 1 | 4.0 | 1/3 | 17.5s |
| #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 | |
| #7 | Qwen3.5-27B medium | Qwen | 1 | 4.0 | 1/3 | 79.5s |
| #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 |
| #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 | |
| #18 | DeepSeek V3.2 medium | DeepSeek | 1 | 4.0 | 1/3 | 39.3s |
| #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 | |
| #24 | Qwen3.5-Flash medium | Qwen | 1 | 4.0 | 1/3 | 146.5s |
| #27 | GPT-5.2 medium | OpenAI | 1 | 4.0 | 1/3 | 77.8s |
| #29 | Qwen3.5 Plus 2026-02-15 none | Qwen | 2 | 4.0 | 1/3 | 1.17s |
| #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 |
| #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 |
| #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 |
| #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 |
| #55 | LFM2-24B-A2B none | Liquid | 1 | 4.0 | 1/3 | 287ms |
| #10 | Qwen3.5-122B-A10B medium | Qwen | 3 | 10.0 | 0/3 | 63.4s |
| #11 | Claude Sonnet 4.6 medium | Anthropic | 1 | 10.0 | 0/3 | 0ms |
| #12 | Gemini 3.1 Flash Lite Preview medium | 3 | 10.0 | 0/3 | 4.21s | |
| #14 | GLM 5 medium | Z.ai | 2 | 10.0 | 0/3 | 0ms |
| #19 | GPT-5.3 Chat none | OpenAI | 3 | 10.0 | 0/3 | 13.0s |
| #26 | Claude Opus 4.6 medium | Anthropic | 1 | 10.0 | 0/3 | 83.4s |
| #28 | Kimi K2.5 medium | Moonshot AI | 2 | 10.0 | 0/3 | 137.3s |
| #31 | GLM 5 none | Z.ai | 3 | 10.0 | 0/3 | 2.24s |
| #32 | GPT-5 Mini medium | OpenAI | 2 | 10.0 | 0/3 | 44.6s |
| #33 | DeepSeek V3.2 none | DeepSeek | 3 | 10.0 | 0/3 | 1.61s |
| #35 | Qwen3.5-35B-A3B medium | Qwen | 1 | 10.0 | 0/3 | 88.3s |
| #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 |
| #43 | MiniMax M2.5 medium | Minimax | 2 | 10.0 | 0/3 | 237.3s |
| #47 | GPT-4o-mini none | OpenAI | 3 | 10.0 | 0/3 | 637ms |
| #52 | GLM 4.7 Flash medium | Z.ai | 2 | 10.0 | 0/3 | 174.6s |