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: 失败次数 ↑.
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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） |
|---|---|---|---|---|---|---|---|
| #191 | Grok 4.20 Beta none | X AI | 1 | 4.4 | $0.087 | 6/18 | 1.19s |
| #192 | Laguna M.1 none | Poolside | 1 | 4.4 | $0.009 | 4/19 | 2.89s |
| #193 | Elephant Alpha none | Openrouter | 1 | 4.3 | $0.000 | 5/21 | 1.22s |
| #195 | Elephant Alpha medium | Openrouter | 1 | 4.3 | $0.000 | 6/21 | 1.27s |
| #197 | Grok 4.20 none | X AI | 1 | 4.1 | $0.057 | 6/18 | 1.11s |
| #198 | Laguna Xs.2 medium | Poolside | 1 | 4.1 | $0.015 | 6/19 | 6.73s |
| #205 | Laguna Xs.2 none | Poolside | 1 | 3.8 | $0.004 | 5/19 | 806ms |
| #27 | Muse Spark 1.1 high | Meta | 2 | 8.1 | $1.694 | 12/22 | 31.5s |
| #28 | Inkling high | Thinkingmachines | 2 | 8.0 | $1.006 | 15/22 | 64.2s |
| #88 | Gemini 3.5 Flash minimal | 2 | 6.8 | $0.300 | 14/22 | 2.65s | |
| #93 | GLM 5V Turbo medium | Z.ai | 2 | 6.7 | $0.457 | 11/21 | 23.1s |
| #99 | Qwen3.6 27B medium | Qwen | 2 | 6.5 | $0.779 | 10/22 | 106.3s |
| #123 | Inkling low | Thinkingmachines | 2 | 6.1 | $0.187 | 10/22 | 5.15s |
| #124 | Qwen3.6 Flash none | Qwen | 2 | 6.1 | $0.062 | 7/22 | 3.74s |
| #150 | DeepSeek V4 Flash none | DeepSeek | 2 | 5.6 | $0.044 | 5/22 | 36.8s |