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: 测试正确 ↑.
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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） |
|---|---|---|---|---|---|---|---|
| #156 | Inkling medium | Thinkingmachines | 2 | 0.7 | $0.527 | 15/23 | 17.0s |
| #199 | Mercury 2.5 Preview medium | Inception | 1 | 0.7 | $0.039 | 15/23 | 6.66s |
| #53 | Muse Spark Open low | Meta | 1 | 0.9 | $0.600 | 16/23 | 21.6s |
| #56 | Muse Spark 1.1 medium | Meta | 1 | 0.9 | $1.665 | 16/23 | 27.0s |
| #72 | Claude Sonnet 5.5 xhigh | Anthropic | 1 | 0.9 | $1.516 | 16/23 | 15.0s |
| #73 | Claude Sonnet 5.5 high | Anthropic | 1 | 0.9 | $1.175 | 16/23 | 10.8s |
| #77 | Muse Spark 1.3 low | Meta | 1 | 0.9 | $0.911 | 16/23 | 17.7s |
| #78 | Claude Sonnet 5 medium | Anthropic | 1 | 0.9 | $1.438 | 16/23 | 15.0s |
| #82 | Qwen3.8 2.4T A95B low | Qwen | 1 | 0.8 | $4.016 | 16/23 | 120.4s |
| #86 | Inkling high | Thinkingmachines | 2 | 0.8 | $1.238 | 16/23 | 62.7s |
| #97 | Qwen3.7 Plus medium | Qwen | 1 | 0.8 | $0.415 | 16/23 | 59.7s |
| #157 | Gemma 4 26B A4B medium | 1 | 0.7 | $0.101 | 16/23 | 105.0s | |
| #52 | GLM 5.3 Flash max | Z.ai | 1 | 0.9 | $0.089 | 17/23 | 54.0s |
| #79 | Qwen3.7 Max medium | Qwen | 1 | 0.9 | $1.689 | 17/23 | 48.4s |
| #35 | Qwen3.8 MAX medium | Qwen | 1 | 0.9 | $1.181 | 18/23 | 27.3s |