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） ↓.
190/190
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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） |
|---|---|---|---|---|---|---|---|
| #338 | MiMo-V2.5-Pro none | Xiaomi | 1 | 0.5 | $0.135 | 5/23 | 6.21s |
| #318 | MiMo-V2.6-Flash none | Xiaomi | 1 | 0.5 | $0.060 | 6/23 | 6.20s |
| #278 | Inkling Small medium | Thinkingmachines | 2 | 0.6 | $0.113 | 10/23 | 6.03s |
| #309 | Gemini 2.5 Flash none | 1 | 0.5 | $0.017 | 8/23 | 6.00s | |
| #343 | Dots 3 Note Preview default | Dots Studio | 1 | 0.5 | $0.000 | 3/23 | 5.36s |
| #269 | Inkling none | Thinkingmachines | 1 | 0.6 | $0.292 | 7/23 | 5.30s |
| #388 | Mercury 2.5 none | Inception | 1 | 0.4 | $0.026 | 2/23 | 5.10s |
| #315 | Qwen3.8 27B none | Qwen | 1 | 0.5 | ~$0.010 | 9/23 | 5.05s |
| #238 | Beam 1.0 501B A23B low | Reflection | 1 | 0.6 | $0.432 | 11/23 | 4.89s |
| #240 | Gemini 3.5 Flash minimal | 2 | 0.6 | $0.508 | 13/23 | 4.67s | |
| #326 | Laguna XS 2.1 none | Poolside | 2 | 0.5 | $0.020 | 5/23 | 4.56s |
| #218 | Mercury 2 medium | Inception | 1 | 0.7 | $0.121 | 10/23 | 4.40s |
| #288 | GPT-5.6 Terra none | OpenAI | 1 | 0.6 | $0.377 | 8/23 | 4.11s |
| #322 | GPT-5.6 Luna none | OpenAI | 1 | 0.5 | $0.042 | 6/23 | 3.78s |
| #329 | Ling 3.0 Flash none | Inclusionai | 1 | 0.5 | $0.004 | 6/23 | 3.40s |