无效工具调用 失败
看看哪些 AI 模型最常遇到 无效工具调用，让你在选择前先发现稳定性风险。 排序方式: 响应时间（平均） ↓.
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| 排名 | 模型 | 公司 | 无效工具调用 次数 | 分数 | 总成本 | 测试正确 | 响应时间（平均） |
|---|---|---|---|---|---|---|---|
| #362 | Granite 4.2 8B high | IBM Granite | 1 | 0.5 | $0.111 | 4/23 | 235.4s |
| #36 | Qwen3.8 Max (0902) high | Qwen | 1 | 0.9 | $3.306 | 18/23 | 186.1s |
| #385 | GLM 4.7 Flash medium | Z.ai | 2 | 0.4 | $0.193 | 4/23 | 150.9s |
| #316 | North Mini Code medium | Cohere | 1 | 0.5 | $0.000 | 8/23 | 140.4s |
| #302 | Step 5 Preview low | Stepfun | 1 | 0.6 | $4.110 | 10/23 | 138.3s |
| #271 | Step 5 Preview medium | Stepfun | 1 | 0.6 | $4.136 | 10/23 | 136.1s |
| #237 | Kimi K2.5 medium | Moonshot AI | 1 | 0.6 | $0.841 | 10/23 | 125.8s |
| #203 | Grok 4.7 xhigh | X AI | 1 | 0.7 | $3.398 | 14/23 | 124.0s |
| #207 | Grok 4.7 high | X AI | 2 | 0.7 | $3.037 | 13/23 | 122.2s |
| #196 | Kimi K2.6 medium | Moonshot AI | 1 | 0.7 | $1.594 | 12/23 | 121.3s |
| #120 | Qwen3.8 2.4T A95B high | Qwen | 1 | 0.8 | $2.949 | 15/23 | 120.9s |
| #82 | Qwen3.8 2.4T A95B low | Qwen | 1 | 0.8 | $4.016 | 16/23 | 120.4s |
| #114 | Qwen3.5-27B medium | Qwen | 1 | 0.8 | $1.135 | 14/23 | 114.7s |
| #349 | Laguna S 2.1 high | Poolside | 2 | 0.5 | $0.145 | 4/23 | 113.6s |
| #245 | Qwen3.5-35B-A3B medium | Qwen | 1 | 0.6 | $0.716 | 11/23 | 111.5s |