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: 分数 ↓.
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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 |
| #86 | Step 3.7 Flash high | Stepfun | 1 | 6.9 | $1.207 | 11/22 | 64.7s |
| #88 | Gemini 3.5 Flash minimal | 2 | 6.8 | $0.300 | 14/22 | 2.65s | |
| #90 | Qwen3.6 35B A3B medium | Qwen | 1 | 6.7 | $0.746 | 13/22 | 58.1s |
| #92 | KAT-Coder-Pro V2.5 none | Kwaipilot | 1 | 6.7 | $0.476 | 11/22 | 25.6s |
| #93 | GLM 5V Turbo medium | Z.ai | 2 | 6.7 | $0.457 | 11/21 | 23.1s |
| #95 | Gemma 4 26B A4B medium | 1 | 6.6 | $0.089 | 14/22 | 103.8s | |
| #96 | GLM 5.2 none | Z.ai | 1 | 6.6 | $0.151 | 12/22 | 9.34s |
| #99 | Qwen3.6 27B medium | Qwen | 2 | 6.5 | $0.779 | 10/22 | 106.3s |
| #101 | MiMo-V2.5 medium | Xiaomi | 1 | 6.5 | $0.082 | 12/22 | 32.2s |
| #102 | Laguna XS 2.1 medium | Poolside | 1 | 6.5 | $0.068 | 9/22 | 47.9s |
| #104 | Gemini 3.1 Flash Lite Preview low | 1 | 6.5 | $0.646 | 13/22 | 16.7s | |
| #105 | Gemini 3.1 Flash Lite low | 1 | 6.5 | $0.621 | 12/22 | 16.3s | |
| #108 | Ring-2.6-1T medium | Inclusionai | 1 | 6.3 | $0.103 | 11/22 | 68.7s |