工具调用 排名
看看哪些 AI 模型在 工具调用 上表现最好，哪些更稳定，以及差距主要出现在哪里。 排序方式: 指标 ↑.
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| 排名 | 模型 | 公司 | 工具调用 得分 | 分数 | 总成本 | 测试正确 | 响应时间（平均） |
|---|---|---|---|---|---|---|---|
| #145 | Qwen3.8 27B low | Qwen | 0.3 | 0.8 | ~$0.089 | 0/1 | 8.42s |
| #147 | GLM 5.1 medium | Z.ai | 0.3 | 0.8 | $1.546 | 0/1 | 0ms |
| #157 | Inkling Small high | Thinkingmachines | 0.3 | 0.7 | $0.398 | 0/1 | 2.91s |
| #159 | Inkling medium | Thinkingmachines | 0.3 | 0.7 | $0.527 | 0/1 | 4.48s |
| #170 | Qwen3.8 27B medium | Qwen | 0.3 | 0.7 | ~$0.073 | 0/1 | 0ms |
| #187 | Kimi K2.7 Code medium | Moonshot AI | 0.3 | 0.7 | $1.136 | 0/1 | 0ms |
| #188 | Ember-1 low | Fireworks | 0.3 | 0.7 | $1.488 | 0/1 | 26.4s |
| #196 | Ember-1 high | Fireworks | 0.3 | 0.7 | $2.405 | 0/1 | 26.5s |
| #197 | Gemma 4 31B medium | 0.3 | 0.7 | $0.144 | 0/1 | 0ms | |
| #203 | Inkling low | Thinkingmachines | 0.3 | 0.7 | $0.293 | 0/1 | 2.57s |
| #204 | Mercury 2.5 Preview medium | Inception | 0.3 | 0.7 | $0.039 | 0/1 | 2.37s |
| #214 | Ember-1 max | Fireworks | 0.3 | 0.7 | $3.264 | 0/1 | 26.4s |
| #225 | Beam 1.0 501B A23B medium | Reflection | 0.3 | 0.7 | $0.499 | 0/1 | 1.95s |
| #229 | Qwen3.6 35B A3B medium | Qwen | 0.3 | 0.7 | $0.834 | 0/1 | 0ms |
| #230 | Mercury 2.5 Preview high | Inception | 0.3 | 0.6 | $0.040 | 0/1 | 2.25s |