Puzzle Solving Model Ranking

See which AI models perform best on Puzzle Solving, which ones stay reliable, and where the biggest gaps appear. Sort by: Total Cost ↓.

Models Shown

Average Puzzle Solving Score

0.7

Best Model

Claude Sonnet 5.5 1.0

Failure Reasons

With failure reason Wrong answer344 With failure reason Did not follow instructions160 With failure reason API error35 With failure reason Extra formatting16 With failure reason No answer14 With failure reason Timed out11

442/442

Rank	Model	Company	Puzzle Solving Score	Score	Total Cost	Tests Correct	Response Time (avg)
#423	Jev 1.13 default	Typesafe	0.3	0.3	$0.003	1/1	573ms
Total Tests 1 Wrong Tests 0 Total Cost $0.003 Response Time (avg) 573ms
#429	Jev 1.14 default	Typesafe	0.2	0.2	$0.003	0/1	270ms
Total Tests 1 Wrong Tests 1 Total Cost $0.003 Response Time (avg) 270ms
#437	Solar Decide Flash default	Upstage	1.0	0.2	$0.003	0/1	1.66s
Total Tests 1 Wrong Tests 1 Total Cost $0.003 Response Time (avg) 1.66s
#421	d1-ultra default	Liquid	0.2	0.3	$0.003	0/1	485ms
Total Tests 1 Wrong Tests 1 Total Cost $0.003 Response Time (avg) 485ms
#434	D1 default	Liquid	0.2	0.2	$0.003	0/1	570ms
Total Tests 1 Wrong Tests 1 Total Cost $0.003 Response Time (avg) 570ms
#428	Kev 4B default	Jaredpalmer	0.2	0.2	$0.002	0/1	646ms
Total Tests 1 Wrong Tests 1 Total Cost $0.002 Response Time (avg) 646ms
#438	Microsoft-Decision-1 default	Microsoft	0.2	0.1	$0.002	0/1	669ms
Total Tests 1 Wrong Tests 1 Total Cost $0.002 Response Time (avg) 669ms
#426	Drex v1.5 default	Nace AI	1.0	0.2	$0.002	0/1	850ms
Total Tests 1 Wrong Tests 1 Total Cost $0.002 Response Time (avg) 850ms
#373	Ling 2.6 Flash default	Inclusionai	0.3	0.5	$0.002	0/3	6.51s
Total Tests 3 Wrong Tests 3 Total Cost $0.002 Response Time (avg) 6.51s
#425	Decider V1.1 27B default	Perplexity	0.2	0.3	$0.002	0/1	422ms
Total Tests 1 Wrong Tests 1 Total Cost $0.002 Response Time (avg) 422ms
#440	Tev1 4B Experimental default	Togethercomputer	0.2	1.0	$0.002	0/1	432ms
Total Tests 1 Wrong Tests 1 Total Cost $0.002 Response Time (avg) 432ms
#424	Decider V1.2 default	Perplexity	0.2	0.3	$0.001	0/1	490ms
Total Tests 1 Wrong Tests 1 Total Cost $0.001 Response Time (avg) 490ms
#419	Span-02 default	Respan	1.0	0.3	$0.001	0/1	708ms
Total Tests 1 Wrong Tests 1 Total Cost $0.001 Response Time (avg) 708ms
#432	Decider Flash V1.2 default	Perplexity	1.0	0.2	$0.001	0/1	424ms
Total Tests 1 Wrong Tests 1 Total Cost $0.001 Response Time (avg) 424ms
#436	LFM2-24B-A2B default	Liquid	0.4	0.2	$0.001	0/3	1.78s
Total Tests 3 Wrong Tests 3 Total Cost $0.001 Response Time (avg) 1.78s

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