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
筛选模型
没有模型匹配当前搜索和筛选条件。
| 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） |
|---|---|---|---|---|---|---|---|
| #240 | Gemini 3.5 Flash minimal | 2 | 0.6 | $0.508 | 13/23 | 4.67s | |
| #238 | Beam 1.0 501B A23B low | Reflection | 1 | 0.6 | $0.432 | 11/23 | 4.89s |
| #315 | Qwen3.8 27B none | Qwen | 1 | 0.5 | ~$0.010 | 9/23 | 5.05s |
| #388 | Mercury 2.5 none | Inception | 1 | 0.4 | $0.026 | 2/23 | 5.10s |
| #269 | Inkling none | Thinkingmachines | 1 | 0.6 | $0.292 | 7/23 | 5.30s |
| #343 | Dots 3 Note Preview default | Dots Studio | 1 | 0.5 | $0.000 | 3/23 | 5.36s |
| #309 | Gemini 2.5 Flash none | 1 | 0.5 | $0.017 | 8/23 | 6.00s | |
| #278 | Inkling Small medium | Thinkingmachines | 2 | 0.6 | $0.113 | 10/23 | 6.03s |
| #318 | MiMo-V2.6-Flash none | Xiaomi | 1 | 0.5 | $0.060 | 6/23 | 6.20s |
| #338 | MiMo-V2.5-Pro none | Xiaomi | 1 | 0.5 | $0.135 | 5/23 | 6.21s |
| #190 | Gemini 3.1 Flash Lite medium | 1 | 0.7 | $0.153 | 13/23 | 6.27s | |
| #199 | Mercury 2.5 Preview medium | Inception | 1 | 0.7 | $0.039 | 15/23 | 6.66s |
| #409 | Laguna Xs.2 medium | Poolside | 1 | 0.3 | $0.015 | 6/19 | 6.73s |
| #182 | Gemini 3.1 Flash Lite Preview medium | 1 | 0.7 | $0.158 | 14/23 | 6.78s | |
| #198 | Inkling low | Thinkingmachines | 2 | 0.7 | $0.293 | 11/23 | 6.81s |