AI BENCHY Category
Tool Calling Ranking
See which AI models perform best on Tool Calling, which ones stay reliable, and where the biggest gaps appear.
| Rank | Model | Company | Tool Calling Score | Score | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|
| #130 | MiniMax M2.7 medium | Minimax | 4.7 | 5.3 | 0/1 | 12.0s |
| #141 | Nemotron 3 Super none | NVIDIA | 4.7 | 4.9 | 0/1 | 16.0s |
| #13 | Grok 4.20 Beta medium | X AI | 3.0 | 8.5 | 0/1 | 12.4s |
| #20 | Gemini 3.5 Flash none | 3.0 | 8.1 | 0/1 | 0ms | |
| #27 | Gemma 4 31B medium | 3.0 | 7.8 | 0/1 | 0ms | |
| #46 | Qwen3.6 35B A3B medium | Qwen | 3.0 | 7.4 | 0/1 | 0ms |
| #55 | GLM 5.1 medium | Z.ai | 3.0 | 7.3 | 0/1 | 0ms |
| #65 | Grok 4.20 medium | X AI | 3.0 | 7.1 | 0/1 | 13.7s |
| #83 | Step 3.5 Flash none | Stepfun | 3.0 | 6.6 | 0/1 | 0ms |
| #84 | Grok 4.20 Multi Agent Beta medium | X AI | 3.0 | 6.6 | 0/1 | 0ms |
| #85 | Gemma 4 31B none | 3.0 | 6.5 | 0/1 | 0ms | |
| #96 | Ring-2.6-1T none | Inclusionai | 3.0 | 6.2 | 0/1 | 0ms |
| #100 | Grok Build 0.1 none | X AI | 3.0 | 6.0 | 0/1 | 0ms |
| #126 | gpt-oss-120b none | OpenAI | 3.0 | 5.4 | 0/1 | 0ms |
| #136 | Elephant Alpha medium | Openrouter | 3.0 | 5.1 | 0/1 | 2.83s |