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AI BENCHY Category Failures

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.

Models Shown

20

Total Failures

24

Most Affected Model

Mercury 2 2
Rank Model Company Did not follow instructions Count Category Score Tests Correct Response Time (avg)
#36 Mercury 2 medium Inception 2 1.7 0/3 934ms
#39 gpt-oss-120b medium OpenAI 2 1.7 0/3 11.8s
#49 GLM 4.7 Flash none Z.ai 2 3.7 0/3 1.00s
#50 Qwen3 Coder Next medium Qwen 2 10.0 0/3 2.30s
#3 GPT-5.3-Codex medium OpenAI 1 9.3 2/3 5.12s
#7 Qwen3.5-27B medium Qwen 1 8.3 2/3 64.6s
#9 GPT-5.4 medium OpenAI 1 7.0 2/3 9.13s
#13 Step 3.5 Flash medium Stepfun 1 4.0 1/3 7.72s
#27 GPT-5.2 medium OpenAI 1 7.0 2/3 5.47s
#28 Kimi K2.5 medium Moonshot AI 1 4.0 1/3 45.4s
#30 Grok 4.1 Fast medium X AI 1 4.0 1/3 8.08s
#32 GPT-5 Mini medium OpenAI 1 4.3 1/3 14.1s
#34 GPT-5 Nano medium OpenAI 1 4.0 1/3 19.8s
#37 Qwen3.5-Flash none Qwen 1 1.3 0/3 5.90s
#38 Gemini 2.5 Flash none Google 1 4.7 1/3 576ms
#41 Qwen3.5-27B none Qwen 1 6.3 1/3 1.37s
#42 Qwen3.5-35B-A3B none Qwen 1 1.7 0/3 1.34s
#44 GPT-5.4 none OpenAI 1 4.0 1/3 1.52s
#52 GLM 4.7 Flash medium Z.ai 1 10.0 0/3 12.9s
#55 LFM2-24B-A2B none Liquid 1 3.3 0/3 1.69s

Top Models by Did not follow instructions Count

Did not follow instructions Count vs Avg Score

Top Models by Response Time (avg)

Top Models by Estimated Wasted Cost