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） |
|---|---|---|---|---|---|---|---|
| #292 | Trinity Large Thinking high | Arcee AI | 2 | 0.6 | $0.794 | 6/23 | 74.5s |
| #291 | Ring 2.6 1t medium | Inclusionai | 1 | 0.6 | $0.102 | 11/23 | 65.5s |
| #290 | Ling 3.0 Flash high | Inclusionai | 2 | 0.6 | $0.021 | 12/23 | 13.1s |
| #289 | DeepSeek V4.1 Flash none | DeepSeek | 1 | 0.6 | $0.391 | 7/23 | 16.6s |
| #288 | GPT-5.6 Terra none | OpenAI | 1 | 0.6 | $0.377 | 8/23 | 4.11s |
| #286 | Qwen3.7 Flash none | Qwen | 1 | 0.6 | $0.028 | 7/23 | 14.7s |
| #283 | Qwen3.6 Flash none | Qwen | 2 | 0.6 | $0.139 | 7/23 | 7.63s |
| #281 | gpt-oss-120b medium | OpenAI | 1 | 0.6 | $0.030 | 9/23 | 31.6s |
| #278 | Inkling Small medium | Thinkingmachines | 2 | 0.6 | $0.113 | 10/23 | 6.03s |
| #277 | MiMo-V2.6-Pro none | Xiaomi | 1 | 0.6 | $0.193 | 9/23 | 9.66s |
| #276 | GLM 5.3 FlashX low | Z.ai | 1 | 0.6 | $0.157 | 11/23 | 9.69s |
| #273 | KAT-Coder-Pro V2.5 default | Kwaipilot | 1 | 0.6 | $0.742 | 11/23 | 25.0s |
| #271 | Step 5 Preview medium | Stepfun | 1 | 0.6 | $4.136 | 10/23 | 136.1s |
| #270 | Qwen3.5 Plus 2026-04-20 none | Qwen | 1 | 0.6 | $0.216 | 8/23 | 18.5s |
| #268 | Apodex 1.1 Mini low | Apodex | 2 | 0.6 | $0.000 | 11/23 | 33.7s |