Tool Calling Ranking
See which AI models perform best on Tool Calling, which ones stay reliable, and where the biggest gaps appear. Sort by: Tests Correct ↑.
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| Rank | Model | Company | Tool Calling Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #262 | Qwen3.6 35B A3B none | Qwen | 3.0 | 5.3 | $0.051 | 0/1 | 0ms |
| #264 | Inkling none | Thinkingmachines | 3.0 | 5.2 | $0.147 | 0/1 | 2.50s |
| #276 | MiniMax M2.7 medium | Minimax | 4.7 | 5.0 | $0.208 | 0/1 | 12.0s |
| #277 | Mercury 2.5 Preview low | Inception | 2.8 | 5.0 | $0.011 | 0/1 | 1.57s |
| #283 | Ling-2.6-flash none | Inclusionai | 3.0 | 4.9 | $0.002 | 0/1 | 18.8s |
| #284 | Nemotron 3 Super none | NVIDIA | 4.7 | 4.8 | $0.008 | 0/1 | 16.0s |
| #285 | Hy4 preview none | Tencent | 3.0 | 4.8 | $0.041 | 0/1 | 81.5s |
| #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 |
| #292 | GLM 4.7 Flash none | Z.ai | 2.8 | 4.8 | $0.016 | 0/1 | 7.05s |
| #295 | Grok 4.1 Fast medium | X AI | 2.8 | 4.7 | $0.069 | 0/1 | 27.7s |
| #302 | Laguna S 2.1 none | Poolside | 4.7 | 4.5 | $0.022 | 0/1 | 1.45s |
| #305 | Elephant Alpha none | Openrouter | 3.0 | 4.3 | $0.000 | 0/1 | 2.79s |
| #307 | Elephant Alpha medium | Openrouter | 3.0 | 4.3 | $0.000 | 0/1 | 2.83s |
| #311 | Laguna Xs.2 medium | Poolside | 4.7 | 4.1 | $0.015 | 0/1 | 3.39s |