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: Metric ↑.
| Rank | Model | Company | Tool Calling Score | Score | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|
| #52 | Grok 4.1 Fast medium | X AI | 2.8 | 6.7 | 0/1 | 27.7s |
| #74 | GLM 4.7 Flash none | Z.ai | 2.8 | 5.6 | 0/1 | 7.05s |
| #95 | Grok 4.1 Fast none | X AI | 2.8 | 4.5 | 0/1 | 5.51s |
| #14 | Gemma 4 31B medium | 3.0 | 8.3 | 0/1 | 0ms | |
| #25 | Grok 4.20 Beta medium | X AI | 3.0 | 8.0 | 0/1 | 12.4s |
| #33 | GLM 5.1 medium | Z.ai | 3.0 | 7.8 | 0/1 | 0ms |
| #47 | Grok 4.20 medium | X AI | 3.0 | 7.0 | 0/1 | 13.7s |
| #48 | Gemma 4 31B none | 3.0 | 6.9 | 0/1 | 0ms | |
| #56 | Grok 4.20 Multi Agent Beta medium | X AI | 3.0 | 6.4 | 0/1 | 0ms |
| #81 | Elephant medium | Openrouter | 3.0 | 5.2 | 0/1 | 2.83s |
| #84 | gpt-oss-120b none | OpenAI | 3.0 | 5.2 | 0/1 | 0ms |
| #85 | Elephant none | Openrouter | 3.0 | 5.2 | 0/1 | 2.79s |
| #86 | GPT-5.4 Mini none | OpenAI | 3.0 | 5.1 | 0/1 | 2.32s |
| #98 | LFM2-24B-A2B none | Liquid | 3.0 | 4.1 | 0/1 | 0ms |
| #40 | GPT-5.2 medium | OpenAI | 4.7 | 7.5 | 0/1 | 10.3s |