Puzzle Solving Model Ranking

AI BENCHY Category

See which AI models perform best on Puzzle Solving, which ones stay reliable, and where the biggest gaps appear. Sort by: Response Time (avg) ↑.

Models Shown

Average Puzzle Solving Score

6.7

Best Model

Failure Reasons

With failure reason Wrong answer147 With failure reason Did not follow instructions78 With failure reason API error13 With failure reason Extra formatting5 With failure reason Timed out5 With failure reason No answer1

Rank	Model	Company	Puzzle Solving Score	Score	Tests Correct	Response Time (avg)
#70	GPT-5.4 Nano medium	OpenAI	4.1	7.0	0/3	3.79s
#64	MiMo-V2-Flash medium	Xiaomi	7.7	7.2	2/3	3.87s
#35	Gemini 3 PRO Preview medium	Google	10.0	7.6	3/3	3.88s
#10	Claude Opus 4.8 medium	Anthropic	10.0	8.7	3/3	3.95s
#135	Kimi K2.5 none	Moonshot AI	3.0	5.2	0/3	4.04s
#1	Gemini 3 Flash Preview medium	Google	10.0	9.8	3/3	4.05s
#24	GPT-5.2 Chat none	OpenAI	7.7	7.9	2/3	4.10s
#121	Owl Alpha none	Openrouter	5.4	5.5	1/3	4.18s
#85	Gemma 4 31B none	Google	6.5	6.5	1/3	4.23s
#45	GPT-5.4 Mini medium	OpenAI	7.8	7.5	2/3	4.37s
#156	Hy3 preview none	Tencent	3.1	4.4	0/3	4.56s
#69	Claude Opus 4.6 medium	Anthropic	7.7	7.0	2/3	4.71s
#6	GPT-5.5 low	OpenAI	10.0	9.0	3/3	4.74s
#15	GPT-5.3-Codex medium	OpenAI	9.0	8.4	2/3	5.05s
#51	Mimo V2 PRO medium	Xiaomi	6.4	7.4	1/3	5.08s

Puzzle Solving Ranking