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。
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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） |
|---|---|---|---|---|---|---|---|
| #205 | Qwen3.5-Flash none | Qwen | 1 | 0.7 | $0.089 | 8/23 | 26.5s |
| #212 | Apodex 1.1 Mini high | Apodex | 1 | 0.7 | $0.000 | 11/23 | 31.2s |
| #213 | GLM 5.3 Flash low | Z.ai | 1 | 0.7 | $0.038 | 11/23 | 11.8s |
| #215 | GLM 5.2 none | Z.ai | 1 | 0.7 | $0.250 | 13/23 | 11.3s |
| #216 | Qwen3.7 Flash medium | Qwen | 1 | 0.7 | $0.076 | 10/23 | 51.8s |
| #218 | Mercury 2 medium | Inception | 1 | 0.7 | $0.121 | 10/23 | 4.40s |
| #219 | Step 3.7 Flash high | Stepfun | 1 | 0.7 | $1.478 | 11/23 | 72.7s |
| #222 | Claude Sonnet 5.5 medium | Anthropic | 1 | 0.7 | $1.100 | 9/23 | 8.03s |
| #223 | Qwen3.6 35B A3B medium | Qwen | 1 | 0.7 | $0.834 | 12/23 | 59.9s |
| #224 | Mercury 2.5 Preview high | Inception | 1 | 0.6 | $0.040 | 12/23 | 7.61s |
| #228 | GLM 5.1 none | Z.ai | 1 | 0.6 | $0.451 | 9/23 | 11.1s |
| #229 | KAT-Coder-Pro V2.5 high | Kwaipilot | 1 | 0.6 | $0.506 | 11/23 | 21.2s |
| #230 | Grok 4.3 medium | X AI | 1 | 0.6 | $0.989 | 12/23 | 44.5s |
| #232 | Qwen3.5-122B-A10B none | Qwen | 1 | 0.6 | $0.308 | 7/23 | 14.8s |
| #237 | Kimi K2.5 medium | Moonshot AI | 1 | 0.6 | $0.841 | 10/23 | 125.8s |