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: 总成本 ↓.
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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） |
|---|---|---|---|---|---|---|---|
| #35 | Qwen3.8 MAX medium | Qwen | 1 | 0.9 | $1.181 | 18/23 | 27.3s |
| #73 | Claude Sonnet 5.5 high | Anthropic | 1 | 0.9 | $1.175 | 16/23 | 10.8s |
| #186 | Qwen3.5-122B-A10B medium | Qwen | 2 | 0.7 | $1.152 | 14/23 | 67.0s |
| #114 | Qwen3.5-27B medium | Qwen | 1 | 0.8 | $1.135 | 14/23 | 114.7s |
| #75 | Qwen3.8 Max (0902) low | Qwen | 1 | 0.9 | $1.131 | 18/23 | 29.1s |
| #117 | GPT-5.4 Mini medium | OpenAI | 1 | 0.8 | $1.102 | 13/23 | 29.9s |
| #222 | Claude Sonnet 5.5 medium | Anthropic | 1 | 0.7 | $1.100 | 9/23 | 8.03s |
| #174 | Qwen3.6 27B medium | Qwen | 2 | 0.7 | $1.021 | 11/23 | 107.8s |
| #230 | Grok 4.3 medium | X AI | 1 | 0.6 | $0.989 | 12/23 | 44.5s |
| #256 | Trinity Large Thinking low | Arcee AI | 2 | 0.6 | $0.918 | 8/23 | 95.2s |
| #77 | Muse Spark 1.3 low | Meta | 1 | 0.9 | $0.911 | 16/23 | 17.7s |
| #194 | Claude Sonnet 5.5 low | Anthropic | 1 | 0.7 | $0.909 | 10/23 | 7.46s |
| #71 | Muse Spark 1.1 low | Meta | 1 | 0.9 | $0.885 | 14/23 | 13.2s |
| #267 | Trinity Large Thinking medium | Arcee AI | 2 | 0.6 | $0.862 | 8/23 | 84.0s |
| #237 | Kimi K2.5 medium | Moonshot AI | 1 | 0.6 | $0.841 | 10/23 | 125.8s |