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） |
|---|---|---|---|---|---|---|---|
| #249 | Dots 3 Note Preview high | Dots Studio | 9 | 0.6 | $0.000 | 10/23 | 70.5s |
| #254 | Gemini 3.5 Flash Lite low | 9 | 0.6 | $0.183 | 12/23 | 4.79s | |
| #256 | Minimax M3.1 Flash medium | Minimax | 9 | 0.6 | $0.000 | 8/23 | 19.5s |
| #257 | Gemini 3.1 Flash Lite low | 9 | 0.6 | $0.717 | 13/23 | 19.0s | |
| #267 | Space Bunny Alpha xhigh | Stealth | 9 | 0.6 | $0.000 | 9/23 | 60.0s |
| #268 | KAT-Coder-Pro V2.5 medium | Kwaipilot | 9 | 0.6 | $0.669 | 11/23 | 23.9s |
| #275 | Trinity Large Thinking medium | Arcee AI | 9 | 0.6 | $0.862 | 8/23 | 84.0s |
| #276 | Apodex 1.1 Mini low | Apodex | 9 | 0.6 | $0.000 | 11/23 | 33.7s |
| #280 | Granite 4.2 8B medium | IBM Granite | 9 | 0.6 | $0.029 | 8/23 | 50.5s |
| #282 | Apodex 1.1 Mini medium | Apodex | 9 | 0.6 | $0.000 | 11/23 | 32.7s |
| #288 | Gemini 3.1 Flash Lite minimal | 9 | 0.6 | $0.080 | 10/23 | 3.95s | |
| #292 | Claude Sonnet 5 none | Anthropic | 9 | 0.6 | $1.095 | 7/23 | 8.60s |
| #317 | Ling 3.1 Flash none | Inclusionai | 9 | 0.5 | $0.000 | 5/23 | 15.7s |
| #337 | Inkling Small low | Thinkingmachines | 9 | 0.5 | $0.055 | 9/23 | 1.99s |
| #340 | KAT Coder AIR V2.5 high | Kwaipilot | 9 | 0.5 | $0.077 | 7/23 | 15.2s |