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） |
|---|---|---|---|---|---|---|---|
| #256 | Trinity Large Thinking low | Arcee AI | 2 | 0.6 | $0.918 | 8/23 | 95.2s |
| #257 | DeepSeek V4 Flash 0423 none | DeepSeek | 2 | 0.6 | $0.149 | 5/23 | 38.6s |
| #262 | DeepSeek V4 Flash 0731 none | DeepSeek | 2 | 0.6 | $0.053 | 5/23 | 27.4s |
| #267 | Trinity Large Thinking medium | Arcee AI | 2 | 0.6 | $0.862 | 8/23 | 84.0s |
| #268 | Apodex 1.1 Mini low | Apodex | 2 | 0.6 | $0.000 | 11/23 | 33.7s |
| #278 | Inkling Small medium | Thinkingmachines | 2 | 0.6 | $0.113 | 10/23 | 6.03s |
| #283 | Qwen3.6 Flash none | Qwen | 2 | 0.6 | $0.139 | 7/23 | 7.63s |
| #290 | Ling 3.0 Flash high | Inclusionai | 2 | 0.6 | $0.021 | 12/23 | 13.1s |
| #292 | Trinity Large Thinking high | Arcee AI | 2 | 0.6 | $0.794 | 6/23 | 74.5s |
| #312 | GLM 5V Turbo medium | Z.ai | 2 | 0.5 | $0.457 | 11/21 | 23.1s |
| #326 | Laguna XS 2.1 none | Poolside | 2 | 0.5 | $0.020 | 5/23 | 4.56s |
| #328 | Inkling Small low | Thinkingmachines | 2 | 0.5 | $0.055 | 9/23 | 1.99s |
| #339 | Apodex 1.1 Mini default | Apodex | 2 | 0.5 | $0.000 | 3/23 | 7.79s |
| #340 | Laguna S 2.1 medium | Poolside | 2 | 0.5 | $0.092 | 4/23 | 63.1s |
| #342 | MiniMax M2.7 medium | Minimax | 2 | 0.5 | $0.326 | 5/23 | 50.3s |