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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 ↓.

Models Shown

13

Average Tool Calling Score

8.7

Rank Model Company Tool Calling Score Score Tests Correct Response Time (avg)
#130 MiniMax M2.7 medium Minimax 4.7 5.3 0/1 12.0s
#136 Elephant Alpha medium Openrouter 3.0 5.1 0/1 2.83s
#137 Elephant Alpha none Openrouter 3.0 5.1 0/1 2.79s
#138 Ling-2.6-flash none Inclusionai 3.0 5.0 0/1 18.8s
#141 Nemotron 3 Super none NVIDIA 4.7 4.9 0/1 16.0s
#144 GPT-5.4 Mini none OpenAI 3.0 4.9 0/1 2.32s
#146 Laguna Xs.2 none Poolside 3.0 4.8 0/1 1.93s
#149 Nemotron 3 Nano Omni 30b A3b Reasoning medium NVIDIA 3.0 4.6 0/1 0ms
#153 Qwen3.6 35B A3B none Qwen 3.0 4.6 0/1 0ms
#157 Grok 4.1 Fast none X AI 2.8 4.4 0/1 5.51s
#159 Ling-2.6-1T none Inclusionai 3.0 4.3 0/1 25.7s
#160 LFM2-24B-A2B none Liquid 3.0 4.2 0/1 0ms
#162 Nemotron 3 Nano Omni 30b A3b Reasoning none NVIDIA 3.0 4.1 0/1 0ms

Top Models by Tool Calling Score

Tool Calling Score vs Total Cost

Top Models by Response Time (avg)