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） |
|---|---|---|---|---|---|---|---|
| #207 | Solar Pro 4 xhigh | Upstage | 5 | 0.7 | $0.067 | 12/23 | 142.8s |
| #374 | GPT-5.4 Nano none | OpenAI | 16 | 0.5 | $0.068 | 4/23 | 4.42s |
| #402 | Grok 4.1 Fast medium | X AI | 4 | 0.4 | $0.069 | 9/19 | 23.8s |
| #290 | Gemini 3.1 Flash Lite none | 12 | 0.6 | $0.069 | 9/23 | 3.58s | |
| #387 | KAT Coder AIR V2.5 default | Kwaipilot | 13 | 0.4 | $0.070 | 5/23 | 12.0s |
| #372 | Qwen3 Coder Next medium | Qwen | 15 | 0.5 | $0.071 | 3/23 | 17.0s |
| #140 | Qwen3.7 Flash low | Qwen | 7 | 0.8 | $0.071 | 12/23 | 41.0s |
| #170 | Qwen3.8 27B medium | Qwen | 4 | 0.7 | ~$0.073 | 14/23 | 40.1s |
| #427 | Command A+ low | Cohere | 1 | 0.3 | $0.073 | 0/23 | 92.5s |
| #135 | GPT-6 Luna high | OpenAI | 6 | 0.8 | $0.074 | 15/23 | 20.4s |
| #221 | Qwen3.7 Flash medium | Qwen | 8 | 0.7 | $0.076 | 10/23 | 51.8s |
| #340 | KAT Coder AIR V2.5 high | Kwaipilot | 9 | 0.5 | $0.077 | 7/23 | 15.2s |
| #258 | Solar Pro 4 high | Upstage | 6 | 0.6 | $0.077 | 11/23 | 128.9s |
| #423 | Command A+ high | Cohere | 1 | 0.3 | $0.079 | 0/23 | 90.0s |
| #288 | Gemini 3.1 Flash Lite minimal | 9 | 0.6 | $0.080 | 10/23 | 3.95s |