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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: Metric ↑.

Models Shown

15

Average Tool Calling Score

8.7

Rank Model Company Tool Calling Score Score Tests Correct Response Time (avg)
#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
#70 GPT-5.4 Nano medium OpenAI 10.0 7.0 1/1 7.71s
#71 Step 3.7 Flash high Stepfun 10.0 7.0 1/1 2.79s
#72 DeepSeek V3.2 medium DeepSeek 10.0 7.0 1/1 34.8s
#73 Seed-2.0-Mini medium Bytedance Seed 10.0 6.9 1/1 88.7s
#74 Qwen3.6 Max Preview none Qwen 10.0 6.9 1/1 5.27s
#75 Ring-2.6-1T medium Inclusionai 10.0 6.9 1/1 104.4s
#76 Kimi K2.5 medium Moonshot AI 10.0 6.8 1/1 31.7s
#77 Claude Sonnet 4.6 none Anthropic 10.0 6.8 1/1 4.11s
#78 Qwen3.6 27B medium Qwen 10.0 6.8 1/1 16.9s
#79 Hunter Alpha medium OpenRouter 10.0 6.7 1/1 17.3s
#80 Mimo V2 Omni medium Xiaomi 10.0 6.7 1/1 14.0s

Top Models by Tool Calling Score

Tool Calling Score vs Total Cost

Top Models by Response Time (avg)