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AI BENCHY Category Failures

Tool Calling: Did not follow instructions

Tool Calling
Did not follow instructions

See which AI models are most likely to hit Did not follow instructions on Tool Calling, so you can spot weak points faster. Sort by: Response Time (avg) ↑.

Models Shown

6

Total Failures

6

Most Affected Model

GPT-5.4 Mini 1
Rank Model Company Did not follow instructions Count Category Score Tests Correct Response Time (avg)
#144 GPT-5.4 Mini none OpenAI 1 3.0 0/1 2.32s
#45 GPT-5.4 Mini medium OpenAI 1 4.7 0/1 9.62s
#130 MiniMax M2.7 medium Minimax 1 4.7 0/1 12.0s
#13 Grok 4.20 Beta medium X AI 1 3.0 0/1 12.4s
#65 Grok 4.20 medium X AI 1 3.0 0/1 13.7s
#141 Nemotron 3 Super none NVIDIA 1 4.7 0/1 16.0s

Top Models by Did not follow instructions Count

Did not follow instructions Count vs Score

Top Models by Response Time (avg)

Top Models by Estimated Wasted Cost