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） ↓.
190/190
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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） |
|---|---|---|---|---|---|---|---|
| #222 | Claude Sonnet 5.5 medium | Anthropic | 1 | 0.7 | $1.100 | 9/23 | 8.03s |
| #45 | Gemini 3.5 Flash low | 1 | 0.9 | $0.752 | 19/23 | 7.85s | |
| #339 | Apodex 1.1 Mini default | Apodex | 2 | 0.5 | $0.000 | 3/23 | 7.79s |
| #283 | Qwen3.6 Flash none | Qwen | 2 | 0.6 | $0.139 | 7/23 | 7.63s |
| #224 | Mercury 2.5 Preview high | Inception | 1 | 0.6 | $0.040 | 12/23 | 7.61s |
| #113 | GPT-5.6 Terra low | OpenAI | 1 | 0.8 | $0.435 | 14/23 | 7.58s |
| #194 | Claude Sonnet 5.5 low | Anthropic | 1 | 0.7 | $0.909 | 10/23 | 7.46s |
| #177 | GLM 5.3 FlashX medium | Z.ai | 1 | 0.7 | $0.114 | 12/23 | 7.37s |
| #358 | Mercury 2.5 Preview default | Inception | 2 | 0.5 | $0.023 | 4/23 | 7.05s |
| #193 | GPT-5.6 Luna low | OpenAI | 1 | 0.7 | $0.049 | 11/23 | 6.96s |
| #198 | Inkling low | Thinkingmachines | 2 | 0.7 | $0.293 | 11/23 | 6.81s |
| #182 | Gemini 3.1 Flash Lite Preview medium | 1 | 0.7 | $0.158 | 14/23 | 6.78s | |
| #409 | Laguna Xs.2 medium | Poolside | 1 | 0.3 | $0.015 | 6/19 | 6.73s |
| #199 | Mercury 2.5 Preview medium | Inception | 1 | 0.7 | $0.039 | 15/23 | 6.66s |
| #190 | Gemini 3.1 Flash Lite medium | 1 | 0.7 | $0.153 | 13/23 | 6.27s |