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） |
|---|---|---|---|---|---|---|---|
| #64 | Gemini 3.1 Flash Lite Preview medium | 1 | 7.3 | $0.115 | 13/22 | 4.61s | |
| #117 | GPT-5.6 Luna low | OpenAI | 1 | 6.2 | $0.249 | 10/22 | 5.04s |
| #123 | Inkling low | Thinkingmachines | 2 | 6.1 | $0.187 | 10/22 | 5.15s |
| #55 | GPT-5.6 Terra low | OpenAI | 1 | 7.5 | $0.519 | 13/22 | 5.31s |
| #11 | Gemini 3.5 Flash low | 1 | 8.9 | $0.433 | 19/22 | 5.55s | |
| #118 | Gemini 2.5 Flash none | 1 | 6.2 | $0.017 | 9/22 | 6.20s | |
| #151 | GLM 5.1 none | Z.ai | 1 | 5.5 | $0.164 | 7/22 | 6.70s |
| #198 | Laguna Xs.2 medium | Poolside | 1 | 4.1 | $0.015 | 6/19 | 6.73s |
| #156 | Gemma 4 26B A4B none | 1 | 5.5 | $0.015 | 8/22 | 7.64s | |
| #162 | Ling-2.6-1T none | Inclusionai | 1 | 5.3 | $0.016 | 4/22 | 8.58s |
| #176 | GLM 4.7 Flash none | Z.ai | 2 | 4.9 | $0.016 | 6/22 | 9.15s |
| #96 | GLM 5.2 none | Z.ai | 1 | 6.6 | $0.151 | 12/22 | 9.34s |
| #152 | Qwen3.6 27B none | Qwen | 2 | 5.5 | $0.087 | 7/22 | 10.7s |
| #178 | Ling-2.6-flash none | Inclusionai | 3 | 4.9 | $0.002 | 6/22 | 10.7s |
| #34 | GPT-5.6 Terra high | OpenAI | 1 | 8.0 | $1.055 | 14/22 | 11.3s |