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 ↓.
190/190
筛选模型
没有模型匹配当前搜索和筛选条件。
| 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） |
|---|---|---|---|---|---|---|---|
| #57 | Claude Fable 5 medium | Anthropic | 1 | 0.9 | $5.089 | 18/23 | 16.8s |
| #271 | Step 5 Preview medium | Stepfun | 1 | 0.6 | $4.136 | 10/23 | 136.1s |
| #302 | Step 5 Preview low | Stepfun | 1 | 0.6 | $4.110 | 10/23 | 138.3s |
| #82 | Qwen3.8 2.4T A95B low | Qwen | 1 | 0.8 | $4.016 | 16/23 | 120.4s |
| #105 | Claude Opus 4.7 medium | Anthropic | 1 | 0.8 | $3.636 | 18/23 | 14.1s |
| #203 | Grok 4.7 xhigh | X AI | 1 | 0.7 | $3.398 | 14/23 | 124.0s |
| #36 | Qwen3.8 Max (0902) high | Qwen | 1 | 0.9 | $3.306 | 18/23 | 186.1s |
| #207 | Grok 4.7 high | X AI | 2 | 0.7 | $3.037 | 13/23 | 122.2s |
| #120 | Qwen3.8 2.4T A95B high | Qwen | 1 | 0.8 | $2.949 | 15/23 | 120.9s |
| #175 | Claude Opus 5 none | Anthropic | 1 | 0.7 | $2.766 | 12/23 | 10.8s |
| #92 | Gemini 3.5 Flash high | 2 | 0.8 | $2.737 | 19/23 | 18.6s | |
| #87 | Muse Spark 1.1 high | Meta | 2 | 0.8 | $2.570 | 13/23 | 37.4s |
| #191 | Ember-1 high | Fireworks | 1 | 0.7 | $2.405 | 12/23 | 58.1s |
| #54 | Muse Spark 1.2 high | Meta | 1 | 0.9 | $2.018 | 15/23 | 28.1s |
| #58 | Pareto 26.9 default | Unbiased | 1 | 0.9 | $1.864 | 15/23 | 28.3s |