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 | Inkling low | Thinkingmachines | 8 | 0.7 | $0.293 | 11/23 | 6.81s |
| #218 | GLM 5.3 Flash low | Z.ai | 8 | 0.7 | $0.038 | 11/23 | 11.8s |
| #220 | GLM 5.2 none | Z.ai | 8 | 0.7 | $0.250 | 13/23 | 11.3s |
| #221 | Qwen3.7 Flash medium | Qwen | 8 | 0.7 | $0.076 | 10/23 | 51.8s |
| #222 | LongCat 2.0 low | Meituan | 8 | 0.7 | $0.630 | 10/23 | 115.0s |
| #224 | Step 3.7 Flash high | Stepfun | 8 | 0.7 | $1.478 | 11/23 | 72.7s |
| #228 | Minimax M3.1 Flash high | Minimax | 8 | 0.7 | $0.000 | 9/23 | 34.0s |
| #232 | Beam 1.0 501B A23B xhigh | Reflection | 8 | 0.6 | $0.688 | 12/23 | 9.18s |
| #233 | GLM 5.3 low | Z.ai | 8 | 0.6 | $0.215 | 12/23 | 15.2s |
| #250 | Dots 3 Note Preview low | Dots Studio | 8 | 0.6 | $0.000 | 10/23 | 66.1s |
| #271 | Gemini 3.1 Flash Lite Preview none | 8 | 0.6 | $0.090 | 12/23 | 3.60s | |
| #419 | Hy3 preview none | Tencent | 8 | 0.3 | $0.007 | 4/21 | 12.9s |
| #425 | Laguna Xs.2 default | Poolside | 8 | 0.3 | $0.004 | 5/19 | 806ms |
| #434 | Decider V1.1 27B default | Perplexity | 8 | 0.3 | $0.002 | 4/12 | 320ms |
| #435 | Drex v1.5 default | Nace AI | 8 | 0.2 | $0.002 | 4/12 | 986ms |