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） |
|---|---|---|---|---|---|---|---|
| #223 | Qwen3.6 35B A3B medium | Qwen | 1 | 0.7 | $0.834 | 12/23 | 59.9s |
| #224 | Mercury 2.5 Preview high | Inception | 1 | 0.6 | $0.040 | 12/23 | 7.61s |
| #227 | GLM 5.3 low | Z.ai | 2 | 0.6 | $0.215 | 12/23 | 15.2s |
| #230 | Grok 4.3 medium | X AI | 1 | 0.6 | $0.989 | 12/23 | 44.5s |
| #252 | Ling 3.1 Flash low | Inclusionai | 1 | 0.6 | $0.000 | 12/23 | 85.2s |
| #290 | Ling 3.0 Flash high | Inclusionai | 2 | 0.6 | $0.021 | 12/23 | 13.1s |
| #173 | Step 3.7 Flash low | Stepfun | 2 | 0.7 | $0.449 | 11/23 | 20.7s |
| #174 | Qwen3.6 27B medium | Qwen | 2 | 0.7 | $1.021 | 11/23 | 107.8s |
| #189 | Muse Glimmer 30B low | Meta | 2 | 0.7 | $0.219 | 11/23 | 22.4s |
| #193 | GPT-5.6 Luna low | OpenAI | 1 | 0.7 | $0.049 | 11/23 | 6.96s |
| #198 | Inkling low | Thinkingmachines | 2 | 0.7 | $0.293 | 11/23 | 6.81s |
| #212 | Apodex 1.1 Mini high | Apodex | 1 | 0.7 | $0.000 | 11/23 | 31.2s |
| #213 | GLM 5.3 Flash low | Z.ai | 1 | 0.7 | $0.038 | 11/23 | 11.8s |
| #219 | Step 3.7 Flash high | Stepfun | 1 | 0.7 | $1.478 | 11/23 | 72.7s |
| #229 | KAT-Coder-Pro V2.5 high | Kwaipilot | 1 | 0.6 | $0.506 | 11/23 | 21.2s |