AI BENCHY カテゴリ別失敗
ドメイン特化
不正解
ドメイン特化
不正解
ドメイン特化 で 不正解 が起きやすいAIモデルを確認し、弱点を早く見つけられます。 並び替え: 失敗数 ↑.
| 順位 | モデル | 企業 | 不正解 件数 | カテゴリスコア | 正解テスト | 応答時間（平均） |
|---|---|---|---|---|---|---|
| #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 |
| #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 |
| #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 |