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） |
|---|---|---|---|---|---|---|---|
| #207 | Grok 4.7 high | X AI | 2 | 0.7 | $3.037 | 13/23 | 122.2s |
| #215 | GLM 5.2 none | Z.ai | 1 | 0.7 | $0.250 | 13/23 | 11.3s |
| #240 | Gemini 3.5 Flash minimal | 2 | 0.6 | $0.508 | 13/23 | 4.67s | |
| #249 | Gemini 3.1 Flash Lite low | 1 | 0.6 | $0.717 | 13/23 | 19.0s | |
| #71 | Muse Spark 1.1 low | Meta | 1 | 0.9 | $0.885 | 14/23 | 13.2s |
| #84 | Muse Glimmer 30B xhigh | Meta | 1 | 0.8 | $0.585 | 14/23 | 97.7s |
| #106 | DeepSeek V4 Flash 0423 high | DeepSeek | 1 | 0.8 | $0.261 | 14/23 | 56.0s |
| #109 | Nemotron 3 Ultra medium | NVIDIA | 1 | 0.8 | $0.674 | 14/23 | 40.3s |
| #113 | GPT-5.6 Terra low | OpenAI | 1 | 0.8 | $0.435 | 14/23 | 7.58s |
| #114 | Qwen3.5-27B medium | Qwen | 1 | 0.8 | $1.135 | 14/23 | 114.7s |
| #164 | Gemini 3.5 Flash Lite medium | 2 | 0.7 | $0.440 | 14/23 | 8.68s | |
| #166 | Qwen3.5 Plus 2026-02-15 medium | Qwen | 1 | 0.7 | $0.567 | 14/23 | 97.7s |
| #167 | Qwen3.8 27B medium | Qwen | 1 | 0.7 | ~$0.073 | 14/23 | 40.1s |
| #176 | Qwen3.8 Flash Next xhigh | Qwen | 1 | 0.7 | ~$0.195 | 14/23 | 102.7s |
| #182 | Gemini 3.1 Flash Lite Preview medium | 1 | 0.7 | $0.158 | 14/23 | 6.78s |