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: 总成本 ↑.
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） |
|---|---|---|---|---|---|---|---|
| #190 | Gemini 3.1 Flash Lite medium | 1 | 0.7 | $0.153 | 13/23 | 6.27s | |
| #276 | GLM 5.3 FlashX low | Z.ai | 1 | 0.6 | $0.157 | 11/23 | 9.69s |
| #182 | Gemini 3.1 Flash Lite Preview medium | 1 | 0.7 | $0.158 | 14/23 | 6.78s | |
| #354 | Hy4 preview none | Tencent | 1 | 0.5 | $0.165 | 3/23 | 40.4s |
| #330 | Nemotron 3.5 Lightning high | NVIDIA | 1 | 0.5 | $0.168 | 5/23 | 77.1s |
| #369 | Nemotron 3.5 Lightning low | NVIDIA | 1 | 0.5 | $0.175 | 5/23 | 83.2s |
| #251 | Qwen3.5 Plus 2026-02-15 none | Qwen | 1 | 0.6 | $0.176 | 11/23 | 20.1s |
| #197 | Qwen3.5-Flash medium | Qwen | 1 | 0.7 | $0.184 | 12/23 | 83.7s |
| #277 | MiMo-V2.6-Pro none | Xiaomi | 1 | 0.6 | $0.193 | 9/23 | 9.66s |
| #385 | GLM 4.7 Flash medium | Z.ai | 2 | 0.4 | $0.193 | 4/23 | 150.9s |
| #359 | Nemotron 3.5 Lightning medium | NVIDIA | 1 | 0.5 | $0.195 | 5/23 | 81.9s |
| #176 | Qwen3.8 Flash Next xhigh | Qwen | 1 | 0.7 | ~$0.195 | 14/23 | 102.7s |
| #178 | MiMo-V2.6-Flash low | Xiaomi | 1 | 0.7 | $0.200 | 12/23 | 54.6s |
| #227 | GLM 5.3 low | Z.ai | 2 | 0.6 | $0.215 | 12/23 | 15.2s |
| #270 | Qwen3.5 Plus 2026-04-20 none | Qwen | 1 | 0.6 | $0.216 | 8/23 | 18.5s |