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AI BENCHY Category Failures

Puzzle Solving: Did not follow instructions

Puzzle Solving
Did not follow instructions

See which AI models are most likely to hit Did not follow instructions on Puzzle Solving, so you can spot weak points faster. Sort by: Tests Correct ↑.

Models Shown

15

Total Failures

78

Most Affected Model

GPT-5.4 Nano 1
Rank Model Company Did not follow instructions Count Category Score Tests Correct Response Time (avg)
#143 MiMo-V2.5 none Xiaomi 1 5.4 1/3 2.13s
#144 GPT-5.4 Mini none OpenAI 1 5.4 1/3 836ms
#148 GPT-5.4 Nano none OpenAI 1 5.4 1/3 1.25s
#12 Gemini 3.1 Flash Lite Preview high Google 1 7.7 2/3 46.7s
#15 GPT-5.3-Codex medium OpenAI 1 9.0 2/3 5.05s
#19 Seed-2.0-Lite medium Bytedance Seed 1 9.0 2/3 10.2s
#21 GPT-5.4 medium OpenAI 1 8.2 2/3 9.14s
#23 GLM 5 Turbo medium Z.ai 1 8.7 2/3 5.23s
#30 Qwen3.5-27B medium Qwen 1 8.2 2/3 59.6s
#31 DeepSeek V4 Flash high DeepSeek 1 8.2 2/3 26.1s
#33 Hy3 preview medium Tencent 1 7.7 2/3 11.1s
#39 Qwen3.6 Flash medium Qwen 1 8.2 2/3 6.29s
#42 GPT-5.2 medium OpenAI 1 7.5 2/3 5.80s
#45 GPT-5.4 Mini medium OpenAI 1 7.8 2/3 4.37s
#96 Ring-2.6-1T none Inclusionai 1 7.7 2/3 31.5s

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