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: 响应时间（平均） ↓.
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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） |
|---|---|---|---|---|---|---|---|
| #78 | Claude Sonnet 5 medium | Anthropic | 1 | 0.9 | $1.438 | 16/23 | 15.0s |
| #72 | Claude Sonnet 5.5 xhigh | Anthropic | 1 | 0.9 | $1.516 | 16/23 | 15.0s |
| #232 | Qwen3.5-122B-A10B none | Qwen | 1 | 0.6 | $0.308 | 7/23 | 14.8s |
| #286 | Qwen3.7 Flash none | Qwen | 1 | 0.6 | $0.028 | 7/23 | 14.7s |
| #265 | Gemini 3.5 Flash none | 1 | 0.6 | $1.752 | 14/23 | 14.1s | |
| #105 | Claude Opus 4.7 medium | Anthropic | 1 | 0.8 | $3.636 | 18/23 | 14.1s |
| #155 | DeepSeek V4 Pro 0423 none | DeepSeek | 1 | 0.7 | $0.083 | 10/23 | 14.1s |
| #90 | GPT-5.6 Terra high | OpenAI | 1 | 0.8 | $0.698 | 15/23 | 13.6s |
| #395 | Ling 3.0 Tiny default | Inclusionai | 1 | 0.4 | $0.000 | 2/23 | 13.4s |
| #71 | Muse Spark 1.1 low | Meta | 1 | 0.9 | $0.885 | 14/23 | 13.2s |
| #290 | Ling 3.0 Flash high | Inclusionai | 2 | 0.6 | $0.021 | 12/23 | 13.1s |
| #357 | GLM 4.7 Flash none | Z.ai | 2 | 0.5 | $0.027 | 5/23 | 13.0s |
| #246 | Qwen3.6 27B none | Qwen | 2 | 0.6 | $0.148 | 8/23 | 12.7s |
| #213 | GLM 5.3 Flash low | Z.ai | 1 | 0.7 | $0.038 | 11/23 | 11.8s |
| #119 | Gemini 3.5 Flash medium | 1 | 0.8 | $1.316 | 18/23 | 11.8s |