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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.

Models Shown

13

Average Tool Calling Score

8.7

Rank Model Company Tool Calling Score Score Tests Correct Response Time (avg)
#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
#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
#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
#86 Grok 4.1 Fast medium X AI 2.8 6.5 0/1 27.7s
#89 Hy3 preview low Tencent 2.8 6.4 0/1 17.8s
#122 GLM 4.7 Flash none Z.ai 2.8 5.5 0/1 7.05s
#157 Grok 4.1 Fast none X AI 2.8 4.4 0/1 5.51s

Top Models by Tool Calling Score

Tool Calling Score vs Total Cost

Top Models by Response Time (avg)