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. Sort by: Response Time (avg) ↓.
| Rank | Model | Company | Tool Calling Score | Score | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|
| #22 | Step 3.7 Flash medium | Stepfun | 10.0 | 8.0 | 1/1 | 4.16s |
| #77 | Claude Sonnet 4.6 none | Anthropic | 10.0 | 6.8 | 1/1 | 4.11s |
| #39 | Qwen3.6 Flash medium | Qwen | 10.0 | 7.5 | 1/1 | 4.00s |
| #110 | Seed-2.0-Lite none | Bytedance Seed | 10.0 | 5.8 | 1/1 | 3.94s |
| #34 | Qwen3.7 Max none | Qwen | 10.0 | 7.7 | 1/1 | 3.92s |
| #91 | GPT-5.5 none | OpenAI | 10.0 | 6.4 | 1/1 | 3.90s |
| #7 | Gemini 3.5 Flash medium | 10.0 | 9.0 | 1/1 | 3.81s | |
| #40 | Gemini 3.1 Flash Lite Preview medium | 10.0 | 7.5 | 1/1 | 3.80s | |
| #108 | Qwen3.5-Flash none | Qwen | 10.0 | 5.8 | 1/1 | 3.67s |
| #88 | Qwen3.7 Plus none | Qwen | 10.0 | 6.4 | 1/1 | 3.54s |
| #115 | Qwen3.5-27B none | Qwen | 10.0 | 5.7 | 1/1 | 3.54s |
| #87 | Gemini 3.1 Flash Lite minimal | 10.0 | 6.4 | 1/1 | 3.51s | |
| #132 | Mistral Small 4 medium | Mistral | 10.0 | 5.3 | 1/1 | 3.50s |
| #148 | GPT-5.4 Nano none | OpenAI | 10.0 | 4.7 | 1/1 | 3.40s |
| #107 | Laguna Xs.2 medium | Poolside | 4.7 | 5.8 | 0/1 | 3.39s |