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: 总成本 ↓.
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） |
|---|---|---|---|---|---|---|---|
| #347 | Inkling Small none | Thinkingmachines | 1 | 0.5 | $0.054 | 5/23 | 1.45s |
| #262 | DeepSeek V4 Flash 0731 none | DeepSeek | 2 | 0.6 | $0.053 | 5/23 | 27.4s |
| #193 | GPT-5.6 Luna low | OpenAI | 1 | 0.7 | $0.049 | 11/23 | 6.96s |
| #352 | MiMo-V2.5 none | Xiaomi | 1 | 0.5 | $0.049 | 5/23 | 9.88s |
| #112 | Qwen3.8 Flash Next low | Qwen | 1 | 0.8 | ~$0.045 | 15/23 | 23.7s |
| #322 | GPT-5.6 Luna none | OpenAI | 1 | 0.5 | $0.042 | 6/23 | 3.78s |
| #353 | Qwen3.5-9B none | Qwen | 2 | 0.5 | $0.041 | 4/23 | 37.2s |
| #305 | Nemotron 3.5 Super VL none | NVIDIA | 1 | 0.6 | $0.040 | 8/23 | 47.0s |
| #224 | Mercury 2.5 Preview high | Inception | 1 | 0.6 | $0.040 | 12/23 | 7.61s |
| #199 | Mercury 2.5 Preview medium | Inception | 1 | 0.7 | $0.039 | 15/23 | 6.66s |
| #213 | GLM 5.3 Flash low | Z.ai | 1 | 0.7 | $0.038 | 11/23 | 11.8s |
| #380 | Granite 4.2 8B none | IBM Granite | 1 | 0.4 | $0.037 | 3/23 | 84.7s |
| #311 | Gemma 4 26B A4B none | 1 | 0.5 | $0.031 | 9/23 | 10.5s | |
| #281 | gpt-oss-120b medium | OpenAI | 1 | 0.6 | $0.030 | 9/23 | 31.6s |
| #286 | Qwen3.7 Flash none | Qwen | 1 | 0.6 | $0.028 | 7/23 | 14.7s |