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: 响应时间（平均） ↓.
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） |
|---|---|---|---|---|---|---|---|
| #215 | GLM 5.2 none | Z.ai | 1 | 0.7 | $0.250 | 13/23 | 11.3s |
| #228 | GLM 5.1 none | Z.ai | 1 | 0.6 | $0.451 | 9/23 | 11.1s |
| #73 | Claude Sonnet 5.5 high | Anthropic | 1 | 0.9 | $1.175 | 16/23 | 10.8s |
| #175 | Claude Opus 5 none | Anthropic | 1 | 0.7 | $2.766 | 12/23 | 10.8s |
| #311 | Gemma 4 26B A4B none | 1 | 0.5 | $0.031 | 9/23 | 10.5s | |
| #373 | Ling 2.6 Flash default | Inclusionai | 3 | 0.5 | $0.002 | 6/23 | 10.2s |
| #352 | MiMo-V2.5 none | Xiaomi | 1 | 0.5 | $0.049 | 5/23 | 9.88s |
| #276 | GLM 5.3 FlashX low | Z.ai | 1 | 0.6 | $0.157 | 11/23 | 9.69s |
| #277 | MiMo-V2.6-Pro none | Xiaomi | 1 | 0.6 | $0.193 | 9/23 | 9.66s |
| #148 | GPT-5.6 Luna medium | OpenAI | 1 | 0.7 | $0.065 | 13/23 | 9.64s |
| #164 | Gemini 3.5 Flash Lite medium | 2 | 0.7 | $0.440 | 14/23 | 8.68s | |
| #244 | LongCat 2.0 none | Meituan | 1 | 0.6 | $0.104 | 8/23 | 8.50s |
| #327 | Qwen3.6 35B A3B none | Qwen | 1 | 0.5 | $0.105 | 4/23 | 8.43s |
| #351 | Ling 2.6 1t default | Inclusionai | 1 | 0.5 | $0.016 | 4/23 | 8.16s |
| #301 | Solar Pro 4 none | Upstage | 1 | 0.6 | $0.022 | 7/23 | 8.14s |