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） |
|---|---|---|---|---|---|---|---|
| #152 | Qwen3.6 27B none | Qwen | 2 | 5.5 | $0.087 | 7/22 | 10.7s |
| #156 | Gemma 4 26B A4B none | 1 | 5.5 | $0.015 | 8/22 | 7.64s | |
| #159 | GPT-5.6 Luna none | OpenAI | 1 | 5.4 | $0.142 | 6/22 | 1.50s |
| #160 | Laguna XS 2.1 none | Poolside | 1 | 5.3 | $0.008 | 5/22 | 1.55s |
| #162 | Ling-2.6-1T none | Inclusionai | 1 | 5.3 | $0.016 | 4/22 | 8.58s |
| #164 | Inkling none | Thinkingmachines | 1 | 5.2 | $0.147 | 6/22 | 3.50s |
| #169 | Qwen3.5-9B none | Qwen | 2 | 5.1 | $0.021 | 4/22 | 19.2s |
| #171 | North Mini Code none | Cohere | 2 | 5.1 | $0.000 | 4/22 | 29.9s |
| #172 | MiniMax M2.7 medium | Minimax | 1 | 5.0 | $0.163 | 5/22 | 41.3s |
| #173 | DeepSeek V3.2 none | DeepSeek | 2 | 5.0 | $0.054 | 6/22 | 18.3s |
| #176 | GLM 4.7 Flash none | Z.ai | 2 | 4.9 | $0.016 | 6/22 | 9.15s |
| #178 | Ling-2.6-flash none | Inclusionai | 3 | 4.9 | $0.002 | 6/22 | 10.7s |
| #188 | Cobuddy medium | Baidu | 1 | 4.7 | $0.000 | 7/21 | 39.9s |
| #190 | MiniMax M2.5 medium | Minimax | 1 | 4.6 | $0.340 | 5/22 | 68.3s |
| #191 | Grok 4.20 Beta none | X AI | 1 | 4.4 | $0.087 | 6/18 | 1.19s |