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: Metric ↑.

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)
#29	Qwen3.5-122B-A10B medium	Qwen	10.0	7.8	3/3	17.9s
#32	Gemini 3.5 Flash minimal	Google	10.0	7.7	3/3	1.45s
#34	Qwen3.7 Max none	Qwen	10.0	7.7	3/3	1.13s
#35	Gemini 3 PRO Preview medium	Google	10.0	7.6	3/3	3.88s
#37	Gemma 4 26B A4B medium	Google	10.0	7.6	3/3	5.79s
#50	Gemini 3.1 Flash Lite Preview low	Google	10.0	7.4	3/3	1.69s
#52	Claude Sonnet 4.6 medium	Anthropic	10.0	7.4	3/3	5.31s
#58	Gemini 3.1 Flash Lite Preview none	Google	10.0	7.2	3/3	900ms
#61	Gemini 3.1 Flash Lite low	Google	10.0	7.2	3/3	1.40s
#63	GPT-5.3 Chat none	OpenAI	10.0	7.2	3/3	2.99s
#74	Qwen3.6 Max Preview none	Qwen	10.0	6.9	3/3	2.65s
#101	Mimo V2 Omni none	Xiaomi	10.0	6.0	3/3	1.16s

Puzzle Solving Ranking