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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

15

Average Tool Calling Score

8.7

Rank Model Company Tool Calling Score Score Tests Correct Response Time (avg)
#12 Gemini 3 PRO Preview medium Google 10.0 8.4 1/1 12.0s
#13 GLM 5 medium Z.ai 10.0 8.4 1/1 15.9s
#15 Gemini 2.5 Flash medium Google 10.0 8.2 1/1 6.20s
#16 GPT-5.4 medium OpenAI 10.0 8.2 1/1 13.3s
#17 Gemini 3.1 Flash Lite Preview medium Google 10.0 8.2 1/1 3.80s
#18 GLM 5 Turbo medium Z.ai 10.0 8.1 1/1 9.84s
#19 Qwen3.5-122B-A10B medium Qwen 10.0 8.1 1/1 4.60s
#20 Qwen3.6 Plus medium Qwen 10.0 8.1 1/1 5.87s
#21 Gemini 3 Flash Preview none Google 10.0 8.1 1/1 3.35s
#22 Gemini 3.1 Flash Lite Preview low Google 10.0 8.1 1/1 9.54s
#23 MiMo-V2-Pro medium Xiaomi 10.0 8.1 1/1 8.19s
#24 Gemma 4 26B A4B medium Google 10.0 8.0 1/1 9.01s
#26 Claude Sonnet 4.6 medium Anthropic 10.0 8.0 1/1 7.48s
#27 DeepSeek V3.2 medium DeepSeek 10.0 8.0 1/1 34.8s
#28 GPT-5.2 Chat none OpenAI 10.0 7.9 1/1 4.68s

Top Models by Tool Calling Score

Tool Calling Score vs Total Cost

Top Models by Response Time (avg)