综合：API 错误
综合
API 错误
看看哪些 AI 模型在 综合 上最容易遇到 API 错误，更快找出薄弱点。
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| 排名 | 模型 | 公司 | API 错误 次数 | 分类得分 | 总成本 | 测试正确 | 响应时间（平均） |
|---|---|---|---|---|---|---|---|
| #179 | Gemma 4 31B medium | 1 | 2.9 | $0.100 | 0/2 | 433.1s | |
| #191 | Gemma 4 31B none | 1 | 3.8 | $0.016 | 0/2 | 30.0s | |
| #193 | Nemotron 3 Ultra none | NVIDIA | 1 | 3.0 | $0.084 | 0/2 | 21.1s |
| #202 | Step 3.5 Flash medium | Stepfun | 1 | 6.5 | $0.132 | 1/2 | 813.7s |
| #212 | Nemotron 3 Super medium | NVIDIA | 1 | 6.4 | $0.050 | 1/2 | 259.9s |
| #220 | KAT-Coder-Air V2.5 high | Kwaipilot | 1 | 6.5 | $0.077 | 1/2 | 74.5s |
| #226 | KAT-Coder-Air V2.5 medium | Kwaipilot | 1 | 6.5 | $0.048 | 1/2 | 19.6s |
| #235 | KAT-Coder-Air V2.5 low | Kwaipilot | 1 | 6.4 | $0.046 | 1/2 | 55.9s |
| #246 | Qwen3.6 35B A3B none | Qwen | 1 | 3.8 | $0.051 | 0/2 | 39.5s |
| #268 | Hy4 preview none | Tencent | 1 | 3.0 | $0.041 | 0/2 | 75.1s |
| #273 | Grok 4.20 Multi Agent Beta medium | X AI | 1 | 1.5 | $5.599 | 0/1 | 0ms |
| #274 | KAT-Coder-Air V2.5 none | Kwaipilot | 1 | 3.8 | $0.070 | 0/2 | 73.0s |
| #300 | Grok Build 0.1 none | X AI | 1 | 1.5 | $0.547 | 0/1 | 0ms |
| #307 | gpt-oss-120b none | OpenAI | 1 | 1.5 | $0.010 | 0/1 | 0ms |
| #308 | Nemotron 3 Nano Omni 30b A3b Reasoning medium | NVIDIA | 1 | 1.5 | $0.000 | 0/1 | 0ms |