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: 分数 ↓.
190/190
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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） |
|---|---|---|---|---|---|---|---|
| #111 | Gemini 3.8 Flash medium | 1 | 0.8 | $0.769 | 19/23 | 16.6s | |
| #112 | Qwen3.8 Flash Next low | Qwen | 1 | 0.8 | ~$0.045 | 15/23 | 23.7s |
| #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 |
| #115 | GLM 5.3 FlashX max | Z.ai | 2 | 0.8 | $0.623 | 15/23 | 44.0s |
| #117 | GPT-5.4 Mini medium | OpenAI | 1 | 0.8 | $1.102 | 13/23 | 29.9s |
| #119 | Gemini 3.5 Flash medium | 1 | 0.8 | $1.316 | 18/23 | 11.8s | |
| #120 | Qwen3.8 2.4T A95B high | Qwen | 1 | 0.8 | $2.949 | 15/23 | 120.9s |
| #121 | MiMo-V2.6-Flash medium | Xiaomi | 1 | 0.8 | $0.218 | 12/23 | 61.9s |
| #123 | Ling 3.1 Flash high | Inclusionai | 1 | 0.8 | $0.000 | 15/23 | 87.4s |
| #126 | Step 3.7 Flash medium | Stepfun | 1 | 0.8 | $0.571 | 13/23 | 26.6s |
| #130 | DeepSeek V4 Flash 0731 medium | DeepSeek | 1 | 0.8 | $0.460 | 12/23 | 94.2s |
| #132 | GPT-6 Luna high | OpenAI | 1 | 0.8 | $0.074 | 15/23 | 20.4s |
| #148 | GPT-5.6 Luna medium | OpenAI | 1 | 0.7 | $0.065 | 13/23 | 9.64s |
| #149 | Qwen3.6 Flash medium | Qwen | 1 | 0.7 | $0.783 | 13/23 | 45.5s |