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） ↑.
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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） |
|---|---|---|---|---|---|---|---|
| #255 | DeepSeek V3.2 medium | DeepSeek | 1 | 0.6 | $0.152 | 11/23 | 70.1s |
| #242 | Dots 3 Note Preview high | Dots Studio | 1 | 0.6 | $0.000 | 10/23 | 70.5s |
| #399 | Ling 3.0 Tiny high | Inclusionai | 1 | 0.4 | $0.000 | 4/23 | 72.2s |
| #219 | Step 3.7 Flash high | Stepfun | 1 | 0.7 | $1.478 | 11/23 | 72.7s |
| #292 | Trinity Large Thinking high | Arcee AI | 2 | 0.6 | $0.794 | 6/23 | 74.5s |
| #330 | Nemotron 3.5 Lightning high | NVIDIA | 1 | 0.5 | $0.168 | 5/23 | 77.1s |
| #192 | Gemma 4 31B medium | 1 | 0.7 | $0.144 | 14/23 | 78.8s | |
| #359 | Nemotron 3.5 Lightning medium | NVIDIA | 1 | 0.5 | $0.195 | 5/23 | 81.9s |
| #369 | Nemotron 3.5 Lightning low | NVIDIA | 1 | 0.5 | $0.175 | 5/23 | 83.2s |
| #197 | Qwen3.5-Flash medium | Qwen | 1 | 0.7 | $0.184 | 12/23 | 83.7s |
| #267 | Trinity Large Thinking medium | Arcee AI | 2 | 0.6 | $0.862 | 8/23 | 84.0s |
| #380 | Granite 4.2 8B none | IBM Granite | 1 | 0.4 | $0.037 | 3/23 | 84.7s |
| #252 | Ling 3.1 Flash low | Inclusionai | 1 | 0.6 | $0.000 | 12/23 | 85.2s |
| #123 | Ling 3.1 Flash high | Inclusionai | 1 | 0.8 | $0.000 | 15/23 | 87.4s |
| #368 | Laguna S 2.1 low | Poolside | 1 | 0.5 | $0.108 | 3/23 | 88.2s |