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。
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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） |
|---|---|---|---|---|---|---|---|
| #183 | Qwen3.5-35B-A3B medium | Qwen | 1 | 6.1 | $1.140 | 11/22 | 110.8s |
| #184 | gpt-oss-120b medium | OpenAI | 1 | 6.1 | $0.020 | 9/22 | 20.8s |
| #185 | Qwen3.7 Flash none | Qwen | 1 | 6.1 | $0.019 | 7/22 | 10.1s |
| #187 | Qwen3.5-Flash medium | Qwen | 1 | 6.1 | $0.142 | 11/22 | 84.4s |
| #195 | Gemini 2.5 Flash none | 1 | 6.0 | $0.017 | 8/22 | 6.19s | |
| #197 | GPT-5.6 Terra none | OpenAI | 1 | 6.0 | $0.280 | 8/22 | 1.66s |
| #200 | Qwen3.5-Flash none | Qwen | 1 | 6.0 | $0.073 | 7/22 | 25.3s |
| #201 | Qwen3.5-35B-A3B none | Qwen | 1 | 5.9 | $0.142 | 6/22 | 12.7s |
| #206 | GLM 5.3 Flash low | Z.ai | 1 | 5.9 | $0.015 | 10/22 | 9.65s |
| #211 | North Mini Code medium | Cohere | 1 | 5.7 | $0.000 | 8/22 | 142.0s |
| #215 | Ling-3.0-flash none | Inclusionai | 1 | 5.7 | $0.004 | 6/22 | 3.56s |
| #216 | GLM 5.1 none | Z.ai | 1 | 5.7 | $0.164 | 8/22 | 6.74s |
| #218 | Qwen3.5-122B-A10B none | Qwen | 1 | 5.7 | $0.283 | 6/22 | 12.9s |
| #223 | Gemma 4 26B A4B none | 1 | 5.6 | $0.015 | 9/22 | 7.58s | |
| #227 | Nemotron 3.5 Lightning high | NVIDIA | 1 | 5.6 | $0.134 | 5/22 | 58.3s |