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: 测试正确 ↓.
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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） |
|---|---|---|---|---|---|---|---|
| #84 | MiMo-V2.5-Pro medium | Xiaomi | 1 | 6.9 | $0.187 | 12/22 | 33.9s |
| #85 | Qwen3.6 Flash medium | Qwen | 1 | 6.9 | $0.738 | 12/22 | 44.7s |
| #96 | GLM 5.2 none | Z.ai | 1 | 6.6 | $0.151 | 12/22 | 9.34s |
| #101 | MiMo-V2.5 medium | Xiaomi | 1 | 6.5 | $0.082 | 12/22 | 32.2s |
| #105 | Gemini 3.1 Flash Lite low | 1 | 6.5 | $0.621 | 12/22 | 16.3s | |
| #114 | Qwen3.5-Flash medium | Qwen | 1 | 6.2 | $0.139 | 12/22 | 84.8s |
| #93 | GLM 5V Turbo medium | Z.ai | 2 | 6.7 | $0.457 | 11/21 | 23.1s |
| #69 | KAT-Coder-Pro V2.5 high | Kwaipilot | 1 | 7.2 | $0.482 | 11/22 | 20.8s |
| #76 | DeepSeek V3.2 medium | DeepSeek | 1 | 7.0 | $0.078 | 11/22 | 68.6s |
| #86 | Step 3.7 Flash high | Stepfun | 1 | 6.9 | $1.207 | 11/22 | 64.7s |
| #92 | KAT-Coder-Pro V2.5 none | Kwaipilot | 1 | 6.7 | $0.476 | 11/22 | 25.6s |
| #108 | Ring-2.6-1T medium | Inclusionai | 1 | 6.3 | $0.103 | 11/22 | 68.7s |
| #119 | Qwen3.5-35B-A3B medium | Qwen | 1 | 6.2 | $0.837 | 11/22 | 112.5s |
| #77 | Kimi K2.5 medium | Moonshot AI | 1 | 7.0 | $0.600 | 10/22 | 99.0s |
| #78 | Mercury 2 medium | Inception | 1 | 7.0 | $0.093 | 10/22 | 2.72s |