Tool Calling Ranking
See which AI models perform best on Tool Calling, which ones stay reliable, and where the biggest gaps appear. Sort by: Total Cost ↑.
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| Rank | Model | Company | Tool Calling Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #262 | Qwen3.6 35B A3B none | Qwen | 3.0 | 5.3 | $0.051 | 0/1 | 0ms |
| #195 | GPT-5.6 Luna low | OpenAI | 10.0 | 6.2 | $0.051 | 1/1 | 4.43s |
| #183 | Gemini 3.1 Flash Lite Preview none | 10.0 | 6.4 | $0.052 | 1/1 | 3.39s | |
| #236 | GLM 5V Turbo none | Z.ai | 10.0 | 5.6 | $0.052 | 1/1 | 4.86s |
| #92 | Qwen3.7 Flash high | Qwen | 10.0 | 7.8 | $0.052 | 1/1 | 5.72s |
| #250 | Laguna S 2.1 medium | Poolside | 10.0 | 5.4 | $0.053 | 1/1 | 2.24s |
| #257 | Inkling Small none | Thinkingmachines | 3.0 | 5.3 | $0.054 | 0/1 | 2.31s |
| #279 | DeepSeek V3.2 none | DeepSeek | 10.0 | 5.0 | $0.054 | 1/1 | 11.8s |
| #227 | Nemotron 3 Super medium | NVIDIA | 10.0 | 5.7 | $0.054 | 1/1 | 39.7s |
| #229 | Inkling Small low | Thinkingmachines | 3.0 | 5.7 | $0.055 | 0/1 | 2.21s |
| #310 | Grok 4.20 none | X AI | 10.0 | 4.1 | $0.057 | 1/1 | 4.63s |
| #89 | Qwen3.8 27B medium | Qwen | 3.0 | 7.8 | ~$0.058 | 0/1 | 0ms |
| #75 | DeepSeek V4 Flash 0731 high | DeepSeek | 10.0 | 8.0 | $0.058 | 1/1 | 5.42s |
| #173 | Qwen3.5-27B none | Qwen | 10.0 | 6.6 | $0.058 | 1/1 | 3.54s |
| #205 | Qwen3.6 Flash none | Qwen | 10.0 | 6.1 | $0.062 | 1/1 | 2.49s |