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) |
|---|---|---|---|---|---|---|
| #82 | Grok 4.20 none | X AI | 10.0 | 5.2 | 1/1 | 4.63s |
| #19 | Qwen3.5-122B-A10B medium | Qwen | 10.0 | 8.1 | 1/1 | 4.60s |
| #69 | Kimi K2.6 none | Moonshot AI | 10.0 | 5.8 | 1/1 | 4.46s |
| #65 | MiMo-V2-Pro none | Xiaomi | 10.0 | 6.0 | 1/1 | 4.39s |
| #97 | Qwen3.5-9B medium | Qwen | 10.0 | 4.4 | 1/1 | 4.31s |
| #3 | Claude Opus 4.7 medium | Anthropic | 10.0 | 9.2 | 1/1 | 4.17s |
| #42 | Claude Sonnet 4.6 none | Anthropic | 10.0 | 7.4 | 1/1 | 4.11s |
| #61 | Seed-2.0-Lite none | Bytedance Seed | 10.0 | 6.2 | 1/1 | 3.94s |
| #17 | Gemini 3.1 Flash Lite Preview medium | 10.0 | 8.2 | 1/1 | 3.80s | |
| #59 | Qwen3.5-Flash none | Qwen | 10.0 | 6.2 | 1/1 | 3.67s |
| #67 | Qwen3.5-27B none | Qwen | 10.0 | 5.9 | 1/1 | 3.54s |
| #73 | Mistral Small 4 medium | Mistral | 10.0 | 5.7 | 1/1 | 3.50s |
| #96 | GPT-5.4 Nano none | OpenAI | 10.0 | 4.5 | 1/1 | 3.40s |
| #29 | Gemini 3.1 Flash Lite Preview none | 10.0 | 7.9 | 1/1 | 3.39s | |
| #21 | Gemini 3 Flash Preview none | 10.0 | 8.1 | 1/1 | 3.35s |