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） |
|---|---|---|---|---|---|---|---|
| #295 | Mistral Large 4 none | Mistral | 1 | 0.6 | $0.290 | 6/23 | 20.4s |
| #301 | Solar Pro 4 none | Upstage | 1 | 0.6 | $0.022 | 7/23 | 8.14s |
| #302 | Step 5 Preview low | Stepfun | 1 | 0.6 | $4.110 | 10/23 | 138.3s |
| #304 | Qwen3.5-35B-A3B none | Qwen | 1 | 0.6 | $0.120 | 6/23 | 18.3s |
| #305 | Nemotron 3.5 Super VL none | NVIDIA | 1 | 0.6 | $0.040 | 8/23 | 47.0s |
| #308 | Ling 3.1 Flash none | Inclusionai | 1 | 0.5 | $0.000 | 5/23 | 15.7s |
| #309 | Gemini 2.5 Flash none | 1 | 0.5 | $0.017 | 8/23 | 6.00s | |
| #310 | GPT-6 Luna none | OpenAI | 1 | 0.5 | $0.026 | 7/23 | 20.5s |
| #311 | Gemma 4 26B A4B none | 1 | 0.5 | $0.031 | 9/23 | 10.5s | |
| #315 | Qwen3.8 27B none | Qwen | 1 | 0.5 | ~$0.010 | 9/23 | 5.05s |
| #316 | North Mini Code medium | Cohere | 1 | 0.5 | $0.000 | 8/23 | 140.4s |
| #318 | MiMo-V2.6-Flash none | Xiaomi | 1 | 0.5 | $0.060 | 6/23 | 6.20s |
| #322 | GPT-5.6 Luna none | OpenAI | 1 | 0.5 | $0.042 | 6/23 | 3.78s |
| #327 | Qwen3.6 35B A3B none | Qwen | 1 | 0.5 | $0.105 | 4/23 | 8.43s |
| #329 | Ling 3.0 Flash none | Inclusionai | 1 | 0.5 | $0.004 | 6/23 | 3.40s |