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: 总成本 ↑.
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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） |
|---|---|---|---|---|---|---|---|
| #136 | Muse Glimmer 30B high | Meta | 7 | 0.8 | $0.506 | 11/23 | 69.9s |
| #235 | KAT-Coder-Pro V2.5 high | Kwaipilot | 10 | 0.6 | $0.506 | 11/23 | 21.2s |
| #247 | Gemini 3.5 Flash minimal | 7 | 0.6 | $0.508 | 13/23 | 4.67s | |
| #81 | Claude Haiku 5.5 max | Anthropic | 1 | 0.8 | $0.509 | 19/23 | 61.7s |
| #159 | Inkling medium | Thinkingmachines | 5 | 0.7 | $0.527 | 15/23 | 17.0s |
| #9 | Gemini 3.7 Flash high | 2 | 1.0 | $0.528 | 21/23 | 15.1s | |
| #11 | GPT-6.1 Sol medium | OpenAI | 2 | 1.0 | $0.530 | 21/23 | 8.90s |
| #215 | GPT 5.3 Chat default | OpenAI | 6 | 0.7 | $0.533 | 13/23 | 6.31s |
| #422 | Grok Build 0.1 none | X AI | 7 | 0.3 | $0.547 | 7/19 | 28.7s |
| #205 | GPT-6 Sol none | OpenAI | 10 | 0.7 | $0.551 | 13/23 | 9.02s |
| #166 | Qwen3.6 Plus medium | Qwen | 6 | 0.7 | $0.554 | 15/23 | 57.4s |
| #169 | Qwen3.5 Plus 2026-02-15 medium | Qwen | 6 | 0.7 | $0.567 | 14/23 | 97.7s |
| #226 | KAT-Coder-Pro V2.5 low | Kwaipilot | 10 | 0.7 | $0.568 | 11/23 | 19.4s |
| #129 | Step 3.7 Flash medium | Stepfun | 6 | 0.8 | $0.571 | 13/23 | 26.6s |
| #89 | DeepSeek V4 Flash 0731 high | DeepSeek | 5 | 0.8 | $0.576 | 15/23 | 118.8s |