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 ↑.
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| Rank | Model | Company | Tool Calling Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #275 | Qwen3.6 35B A3B none | Qwen | 3.0 | 5.3 | $0.061 | 0/1 | 0ms |
| #277 | Inkling none | Thinkingmachines | 3.0 | 5.2 | $0.147 | 0/1 | 2.50s |
| #296 | Ling-2.6-flash none | Inclusionai | 3.0 | 4.9 | $0.002 | 0/1 | 18.8s |
| #298 | Hy4 preview none | Tencent | 3.0 | 4.8 | $0.041 | 0/1 | 81.5s |
| #299 | Ring-2.6-1T none | Inclusionai | 3.0 | 4.8 | $0.026 | 0/1 | 0ms |
| #303 | Grok 4.20 Multi Agent Beta medium | X AI | 3.0 | 4.8 | $5.599 | 0/1 | 0ms |
| #318 | Elephant Alpha none | Openrouter | 3.0 | 4.3 | $0.000 | 0/1 | 2.79s |
| #320 | Elephant Alpha medium | Openrouter | 3.0 | 4.3 | $0.000 | 0/1 | 2.83s |
| #327 | Ling 3.0 Tiny none | Inclusionai | 3.0 | 4.0 | $0.000 | 0/1 | 3.05s |
| #330 | Grok Build 0.1 none | X AI | 3.0 | 4.0 | $0.547 | 0/1 | 0ms |
| #337 | Laguna Xs.2 none | Poolside | 3.0 | 3.8 | $0.004 | 0/1 | 1.93s |
| #338 | gpt-oss-120b none | OpenAI | 3.0 | 3.7 | $0.033 | 0/1 | 0ms |
| #339 | Nemotron 3 Nano Omni 30b A3b Reasoning medium | NVIDIA | 3.0 | 3.4 | $0.000 | 0/1 | 0ms |
| #340 | Nemotron 3 Nano Omni 30b A3b Reasoning none | NVIDIA | 3.0 | 3.2 | $0.000 | 0/1 | 0ms |
| #342 | Step 3.5 Flash none | Stepfun | 3.0 | 2.3 | $0.020 | 0/1 | 0ms |