API 错误 失败
看看哪些 AI 模型最常遇到 API 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 | API 错误 次数 | 分数 | 总成本 | 测试正确 | 响应时间（平均） |
|---|---|---|---|---|---|---|---|
| #200 | Gemma 4 31B medium | 2 | 0.7 | $0.144 | 14/23 | 78.8s | |
| #218 | GPT 5.3 Chat default | OpenAI | 2 | 0.7 | $0.533 | 13/23 | 6.31s |
| #225 | LongCat 2.0 low | Meituan | 2 | 0.7 | $0.630 | 10/23 | 115.0s |
| #229 | KAT-Coder-Pro V2.5 low | Kwaipilot | 2 | 0.7 | $0.568 | 11/23 | 19.4s |
| #232 | Qwen3.6 35B A3B medium | Qwen | 2 | 0.7 | $0.834 | 12/23 | 59.9s |
| #266 | DeepSeek V3.2 medium | DeepSeek | 2 | 0.6 | $0.152 | 11/23 | 70.1s |
| #267 | Trinity Large Thinking low | Arcee AI | 2 | 0.6 | $0.918 | 8/23 | 95.2s |
| #271 | KAT-Coder-Pro V2.5 medium | Kwaipilot | 2 | 0.6 | $0.669 | 11/23 | 23.9s |
| #296 | Nemotron 3 Ultra none | NVIDIA | 2 | 0.6 | $0.164 | 8/23 | 6.76s |
| #302 | Ling 3.0 Flash high | Inclusionai | 2 | 0.6 | $0.021 | 12/23 | 13.1s |
| #310 | Gemma 4 31B none | 2 | 0.6 | $0.031 | 9/23 | 7.28s | |
| #314 | Step 5 Preview low | Stepfun | 2 | 0.6 | $4.110 | 10/23 | 138.3s |
| #339 | Qwen3.6 35B A3B none | Qwen | 2 | 0.5 | $0.105 | 4/23 | 8.43s |
| #341 | Ling 3.0 Flash none | Inclusionai | 2 | 0.5 | $0.004 | 6/23 | 3.40s |
| #349 | KAT Coder AIR V2.5 medium | Kwaipilot | 2 | 0.5 | $0.048 | 8/23 | 8.32s |