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: 测试正确 ↑.
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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） |
|---|---|---|---|---|---|---|---|
| #227 | GLM 5.3 low | Z.ai | 2 | 0.6 | $0.215 | 12/23 | 15.2s |
| #230 | Grok 4.3 medium | X AI | 1 | 0.6 | $0.989 | 12/23 | 44.5s |
| #252 | Ling 3.1 Flash low | Inclusionai | 1 | 0.6 | $0.000 | 12/23 | 85.2s |
| #290 | Ling 3.0 Flash high | Inclusionai | 2 | 0.6 | $0.021 | 12/23 | 13.1s |
| #312 | GLM 5V Turbo medium | Z.ai | 2 | 0.5 | $0.457 | 11/21 | 23.1s |
| #87 | Muse Spark 1.1 high | Meta | 2 | 0.8 | $2.570 | 13/23 | 37.4s |
| #117 | GPT-5.4 Mini medium | OpenAI | 1 | 0.8 | $1.102 | 13/23 | 29.9s |
| #126 | Step 3.7 Flash medium | Stepfun | 1 | 0.8 | $0.571 | 13/23 | 26.6s |
| #148 | GPT-5.6 Luna medium | OpenAI | 1 | 0.7 | $0.065 | 13/23 | 9.64s |
| #149 | Qwen3.6 Flash medium | Qwen | 1 | 0.7 | $0.783 | 13/23 | 45.5s |
| #158 | GLM 5.3 Flash high | Z.ai | 1 | 0.7 | $0.056 | 13/23 | 29.1s |
| #170 | Qwen3.7 Flash high | Qwen | 1 | 0.7 | $0.063 | 13/23 | 45.5s |
| #184 | Ember-1 low | Fireworks | 1 | 0.7 | $1.488 | 13/23 | 34.9s |
| #190 | Gemini 3.1 Flash Lite medium | 1 | 0.7 | $0.153 | 13/23 | 6.27s | |
| #204 | Grok Build 0.1 medium | X AI | 1 | 0.7 | $1.419 | 13/23 | 55.1s |