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) ↓.
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| Rank | Model | Company | Tool Calling Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #143 | GLM 5.1 medium | Z.ai | 3.0 | 7.0 | $0.727 | 0/1 | 0ms |
| #153 | Gemini 3.5 Flash none | 3.0 | 6.9 | $1.093 | 0/1 | 0ms | |
| #177 | Qwen3.6 35B A3B medium | Qwen | 3.0 | 6.6 | $0.672 | 0/1 | 0ms |
| #194 | Gemma 4 31B medium | 3.0 | 6.2 | $0.100 | 0/1 | 0ms | |
| #206 | Gemma 4 31B none | 3.0 | 6.1 | $0.016 | 0/1 | 0ms | |
| #262 | Qwen3.6 35B A3B none | Qwen | 3.0 | 5.3 | $0.051 | 0/1 | 0ms |
| #286 | Ring-2.6-1T none | Inclusionai | 3.0 | 4.8 | $0.026 | 0/1 | 0ms |
| #290 | Grok 4.20 Multi Agent Beta medium | X AI | 3.0 | 4.8 | $5.599 | 0/1 | 0ms |
| #317 | Grok Build 0.1 none | X AI | 3.0 | 4.0 | $0.547 | 0/1 | 0ms |
| #325 | gpt-oss-120b none | OpenAI | 3.0 | 3.7 | $0.033 | 0/1 | 0ms |
| #326 | Nemotron 3 Nano Omni 30b A3b Reasoning medium | NVIDIA | 3.0 | 3.4 | $0.000 | 0/1 | 0ms |
| #327 | Nemotron 3 Nano Omni 30b A3b Reasoning none | NVIDIA | 3.0 | 3.2 | $0.000 | 0/1 | 0ms |
| #328 | Jev 1.13 none | Typesafe | 0.0 | 3.2 | $0.003 | 0/0 | 0ms |
| #329 | Step 3.5 Flash none | Stepfun | 3.0 | 2.3 | $0.020 | 0/1 | 0ms |
| #330 | LFM2-24B-A2B none | Liquid | 3.0 | 2.2 | $0.001 | 0/1 | 0ms |