综合：无效工具调用
综合
无效工具调用
看看哪些 AI 模型在 综合 上最容易遇到 无效工具调用，更快找出薄弱点。
154/154
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| 排名 | 模型 | 公司 | 无效工具调用 次数 | 分类得分 | 总成本 | 测试正确 | 响应时间（平均） |
|---|---|---|---|---|---|---|---|
| #248 | Gemini 3.1 Flash Lite Preview low | 1 | 0.3 | $0.736 | 0/2 | 160.6s | |
| #249 | Gemini 3.1 Flash Lite low | 1 | 0.3 | $0.717 | 0/2 | 161.2s | |
| #252 | Ling 3.1 Flash low | Inclusionai | 1 | 0.7 | $0.000 | 1/2 | 235.1s |
| #254 | Space Bunny Alpha medium | Stealth | 1 | 0.4 | $0.000 | 0/2 | 17.0s |
| #255 | DeepSeek V3.2 medium | DeepSeek | 1 | 0.7 | $0.152 | 1/2 | 79.9s |
| #258 | Grok 4.20 medium | X AI | 1 | 0.9 | $1.246 | 1/2 | 42.2s |
| #269 | Inkling none | Thinkingmachines | 1 | 0.3 | $0.292 | 0/2 | 25.7s |
| #271 | Step 5 Preview medium | Stepfun | 1 | 0.7 | $4.136 | 1/2 | 125.0s |
| #273 | KAT-Coder-Pro V2.5 default | Kwaipilot | 1 | 0.4 | $0.742 | 0/2 | 183.1s |
| #276 | GLM 5.3 FlashX low | Z.ai | 1 | 0.3 | $0.157 | 0/2 | 42.4s |
| #281 | gpt-oss-120b medium | OpenAI | 1 | 0.7 | $0.030 | 1/2 | 24.0s |
| #286 | Qwen3.7 Flash none | Qwen | 1 | 0.4 | $0.028 | 0/2 | 94.6s |
| #288 | GPT-5.6 Terra none | OpenAI | 1 | 0.3 | $0.377 | 0/2 | 7.02s |
| #291 | Ring 2.6 1t medium | Inclusionai | 1 | 0.7 | $0.102 | 1/2 | 257.3s |
| #302 | Step 5 Preview low | Stepfun | 1 | 0.7 | $4.110 | 1/2 | 40.9s |