Tool Calling Ranking
See which AI models perform best on Tool Calling, which ones stay reliable, and where the biggest gaps appear. Sort by: Tests Correct ↓.
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| Rank | Model | Company | Tool Calling Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #79 | Gemini 3.5 Flash none | 3.0 | 7.0 | $1.079 | 0/1 | 0ms | |
| #90 | Qwen3.6 35B A3B medium | Qwen | 3.0 | 6.7 | $0.746 | 0/1 | 0ms |
| #93 | GLM 5V Turbo medium | Z.ai | 7.0 | 6.7 | $0.457 | 0/1 | 12.5s |
| #110 | Gemma 4 31B medium | 3.0 | 6.3 | $0.163 | 0/1 | 0ms | |
| #115 | Gemma 4 31B none | 3.0 | 6.2 | $0.035 | 0/1 | 0ms | |
| #123 | Inkling low | Thinkingmachines | 3.0 | 6.1 | $0.187 | 0/1 | 2.57s |
| #131 | Grok 4.20 Beta medium | X AI | 3.0 | 6.0 | $0.750 | 0/1 | 12.4s |
| #136 | GPT-5.4 Mini none | OpenAI | 3.0 | 5.9 | $0.095 | 0/1 | 2.32s |
| #153 | Hy3 preview low | Tencent | 2.8 | 5.5 | $0.015 | 0/1 | 17.8s |
| #161 | Qwen3.6 35B A3B none | Qwen | 3.0 | 5.3 | $0.061 | 0/1 | 0ms |
| #162 | Ling-2.6-1T none | Inclusionai | 3.0 | 5.3 | $0.016 | 0/1 | 25.7s |
| #164 | Inkling none | Thinkingmachines | 3.0 | 5.2 | $0.147 | 0/1 | 2.50s |
| #172 | MiniMax M2.7 medium | Minimax | 4.7 | 5.0 | $0.163 | 0/1 | 12.0s |
| #176 | GLM 4.7 Flash none | Z.ai | 2.8 | 4.9 | $0.016 | 0/1 | 7.05s |
| #177 | Nemotron 3 Super none | NVIDIA | 4.7 | 4.9 | $0.008 | 0/1 | 16.0s |