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AI BENCHY Category Failures

Puzzle Solving: Wrong answer

Puzzle Solving
Wrong answer

See which AI models are most likely to hit Wrong answer on Puzzle Solving, so you can spot weak points faster. Sort by: Tests Correct ↑.

Models Shown

15

Total Failures

147

Most Affected Model

GPT-5.4 Nano 2
Rank Model Company Wrong answer Count Category Score Tests Correct Response Time (avg)
#110 Seed-2.0-Lite none Bytedance Seed 2 5.3 1/3 2.78s
#111 Owl Alpha medium Openrouter 1 5.3 1/3 3.40s
#114 Qwen3.5 Plus 2026-04-20 none Qwen 2 6.7 1/3 1.97s
#115 Qwen3.5-27B none Qwen 1 6.7 1/3 1.38s
#116 Hunter Alpha none OpenRouter 1 5.8 1/3 3.71s
#118 Qwen3.6 27B none Qwen 1 5.3 1/3 5.15s
#120 Mimo V2 PRO none Xiaomi 1 6.0 1/3 1.61s
#121 Owl Alpha none Openrouter 1 5.4 1/3 4.18s
#122 GLM 4.7 Flash none Z.ai 1 6.4 1/3 1.20s
#123 MiMo-V2.5-Pro none Xiaomi 1 6.7 1/3 1.30s
#125 GPT-5.4 none OpenAI 1 5.6 1/3 1.44s
#126 gpt-oss-120b none OpenAI 1 6.0 1/3 8.21s
#127 Grok 4.20 none X AI 2 5.3 1/3 473ms
#129 MiniMax M2.5 medium Minimax 1 5.3 1/3 11.2s
#130 MiniMax M2.7 medium Minimax 1 5.9 1/3 24.9s

Top Models by Wrong answer Count

Wrong answer Count vs Score

Top Models by Response Time (avg)

Top Models by Estimated Wasted Cost