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 ↓.
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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） |
|---|---|---|---|---|---|---|---|
| #231 | Laguna XS 2.1 medium | Poolside | 2 | 0.6 | $0.083 | 9/23 | 49.0s |
| #232 | Qwen3.5-122B-A10B none | Qwen | 1 | 0.6 | $0.308 | 7/23 | 14.8s |
| #237 | Kimi K2.5 medium | Moonshot AI | 1 | 0.6 | $0.841 | 10/23 | 125.8s |
| #238 | Beam 1.0 501B A23B low | Reflection | 1 | 0.6 | $0.432 | 11/23 | 4.89s |
| #240 | Gemini 3.5 Flash minimal | 2 | 0.6 | $0.508 | 13/23 | 4.67s | |
| #241 | MiMo-V2.5-Pro medium | Xiaomi | 1 | 0.6 | $0.332 | 11/23 | 56.7s |
| #242 | Dots 3 Note Preview high | Dots Studio | 1 | 0.6 | $0.000 | 10/23 | 70.5s |
| #243 | Dots 3 Note Preview low | Dots Studio | 1 | 0.6 | $0.000 | 10/23 | 66.1s |
| #244 | LongCat 2.0 none | Meituan | 1 | 0.6 | $0.104 | 8/23 | 8.50s |
| #245 | Qwen3.5-35B-A3B medium | Qwen | 1 | 0.6 | $0.716 | 11/23 | 111.5s |
| #246 | Qwen3.6 27B none | Qwen | 2 | 0.6 | $0.148 | 8/23 | 12.7s |
| #248 | Gemini 3.1 Flash Lite Preview low | 1 | 0.6 | $0.736 | 14/23 | 19.0s | |
| #249 | Gemini 3.1 Flash Lite low | 1 | 0.6 | $0.717 | 13/23 | 19.0s | |
| #251 | Qwen3.5 Plus 2026-02-15 none | Qwen | 1 | 0.6 | $0.176 | 11/23 | 20.1s |
| #252 | Ling 3.1 Flash low | Inclusionai | 1 | 0.6 | $0.000 | 12/23 | 85.2s |