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: Tests Correct ↓.

Models Shown

Average Puzzle Solving Score

6.4

Best Model

Failure Reasons

With failure reason Wrong answer85 With failure reason Did not follow instructions75 With failure reason Timed out6 With failure reason Extra formatting2 With failure reason API error1

Rank	Model	Company	Puzzle Solving Score	Score	Tests Correct	Response Time (avg)
#1	Gemini 3 Flash Preview medium	Google	10.0	10.0	3/3	4.43s
#2	Gemini 3.1 Pro Preview medium	Google	10.0	9.6	3/3	7.15s
#3	Claude Opus 4.7 medium	Anthropic	10.0	9.2	3/3	2.51s
#4	Claude Opus 4.7 none	Anthropic	10.0	9.2	3/3	2.58s
#5	Gemini 3 Flash Preview low	Google	10.0	8.8	3/3	6.11s
#8	Qwen3.5 Plus 2026-02-15 medium	Qwen	10.0	8.5	3/3	34.6s
#9	Qwen3.6 Plus Preview medium	Qwen	10.0	8.5	3/3	6.11s
#12	Gemini 3 PRO Preview medium	Google	10.0	8.4	3/3	3.91s
#13	GLM 5 medium	Z.ai	10.0	8.4	3/3	15.6s
#19	Qwen3.5-122B-A10B medium	Qwen	10.0	8.1	3/3	17.2s
#20	Qwen3.6 Plus medium	Qwen	10.0	8.1	3/3	6.11s
#22	Gemini 3.1 Flash Lite Preview low	Google	10.0	8.1	3/3	2.76s
#26	Claude Sonnet 4.6 medium	Anthropic	10.0	8.0	3/3	4.80s
#29	Gemini 3.1 Flash Lite Preview none	Google	10.0	7.9	3/3	972ms
#36	GPT-5.3 Chat none	OpenAI	10.0	7.7	3/3	2.93s

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Puzzle Solving Ranking