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） |
|---|---|---|---|---|---|---|---|
| #203 | Grok 4.1 Fast none | X AI | 13 | 3.8 | $0.008 | 3/19 | 1.62s |
| #111 | LongCat 2.0 none | Meituan | 14 | 6.3 | $0.044 | 7/22 | 5.18s |
| #139 | GPT-5.4 none | OpenAI | 14 | 5.8 | $0.397 | 7/22 | 2.07s |
| #159 | GPT-5.6 Luna none | OpenAI | 14 | 5.4 | $0.142 | 6/22 | 1.50s |
| #160 | Laguna XS 2.1 none | Poolside | 14 | 5.3 | $0.008 | 5/22 | 1.55s |
| #166 | Qwen3 Coder Next none | Qwen | 14 | 5.1 | $0.025 | 5/22 | 9.12s |
| #168 | MiMo-V2.5 none | Xiaomi | 14 | 5.1 | $0.025 | 5/22 | 4.62s |
| #169 | Qwen3.5-9B none | Qwen | 14 | 5.1 | $0.021 | 4/22 | 19.2s |
| #155 | Kimi K2.5 none | Moonshot AI | 15 | 5.5 | $0.127 | 6/22 | 19.2s |
| #174 | GPT-4o-mini none | OpenAI | 15 | 5.0 | $0.010 | 5/22 | 1.99s |
| #177 | Nemotron 3 Super none | NVIDIA | 15 | 4.9 | $0.008 | 5/22 | 5.97s |
| #180 | GPT-5.4 Nano none | OpenAI | 15 | 4.8 | $0.041 | 4/22 | 2.57s |
| #165 | Mistral Small 4 none | Mistral | 16 | 5.1 | $0.022 | 5/22 | 1.20s |
| #189 | Mercury 2 none | Inception | 17 | 4.6 | $0.030 | 4/22 | 829ms |