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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)
#52 Claude Sonnet 4.6 medium Anthropic 10.0 7.4 1/1 7.48s
#53 Gemini 3.1 Flash Lite high Google 10.0 7.3 1/1 6.44s
#54 GPT-5 Mini medium OpenAI 10.0 7.3 1/1 18.6s
#56 MiMo-V2.5 medium Xiaomi 10.0 7.3 1/1 7.29s
#57 Step 3.7 Flash low Stepfun 10.0 7.3 1/1 3.25s
#58 Gemini 3.1 Flash Lite Preview none Google 10.0 7.2 1/1 3.39s
#60 Kimi K2.6 medium Moonshot AI 10.0 7.2 1/1 8.92s
#61 Gemini 3.1 Flash Lite low Google 10.0 7.2 1/1 5.66s
#62 Step 3.5 Flash medium Stepfun 10.0 7.2 1/1 11.9s
#63 GPT-5.3 Chat none OpenAI 10.0 7.2 1/1 8.36s
#64 MiMo-V2-Flash medium Xiaomi 10.0 7.2 1/1 27.8s
#66 Qwen3.5-35B-A3B medium Qwen 10.0 7.1 1/1 4.65s
#67 MiniMax M3 medium Minimax 10.0 7.1 1/1 11.9s
#68 Claude Opus 4.8 none Anthropic 10.0 7.0 1/1 5.35s
#69 Claude Opus 4.6 medium Anthropic 10.0 7.0 1/1 9.73s

Top Models by Tool Calling Score

Tool Calling Score vs Total Cost

Top Models by Response Time (avg)