答案错误 失败
看看哪些 AI 模型最常遇到 答案错误，让你在选择前先发现稳定性风险。 排序方式: 失败次数 ↑.
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| 排名 | 模型 | 公司 | 答案错误 次数 | 分数 | 总成本 | 测试正确 | 响应时间（平均） |
|---|---|---|---|---|---|---|---|
| #216 | LFM2-24B-A2B none | Liquid | 9 | 2.2 | $0.001 | 2/16 | 782ms |
| #66 | KAT-Coder-Pro V2.5 low | Kwaipilot | 10 | 7.4 | $0.387 | 11/22 | 19.5s |
| #73 | KAT-Coder-Pro V2.5 high | Kwaipilot | 10 | 7.2 | $0.482 | 11/22 | 20.8s |
| #75 | Qwen3.7 Plus none | Qwen | 10 | 7.2 | $0.106 | 11/22 | 12.1s |
| #87 | GPT-5.6 Sol none | OpenAI | 10 | 6.9 | $0.524 | 11/22 | 2.16s |
| #97 | KAT-Coder-Pro V2.5 none | Kwaipilot | 10 | 6.7 | $0.476 | 11/22 | 25.6s |
| #103 | Qwen3.6 Max Preview none | Qwen | 10 | 6.6 | $0.231 | 12/22 | 7.82s |
| #123 | GPT-5.6 Luna low | OpenAI | 10 | 6.2 | $0.249 | 10/22 | 5.04s |
| #152 | Owl Alpha medium | Openrouter | 10 | 5.6 | $0.000 | 8/21 | 11.9s |
| #154 | Owl Alpha none | Openrouter | 10 | 5.6 | $0.000 | 7/21 | 9.88s |
| #162 | Gemma 4 26B A4B none | 10 | 5.5 | $0.015 | 8/22 | 7.64s | |
| #163 | Mimo V2 Omni none | Xiaomi | 10 | 5.5 | $0.021 | 8/21 | 2.44s |
| #197 | Grok 4.20 Beta none | X AI | 10 | 4.4 | $0.087 | 6/18 | 1.19s |
| #198 | Laguna M.1 none | Poolside | 10 | 4.4 | $0.009 | 4/19 | 2.89s |
| #203 | Grok 4.20 none | X AI | 10 | 4.1 | $0.057 | 6/18 | 1.11s |