Domain specific Model Ranking

See which AI models perform best on Domain specific, which ones stay reliable, and where the biggest gaps appear. Sort by: Score ↑.

Models Shown

Average Domain specific Score

0.4

Best Model

Solar Decide 0.4

Failure Reasons

With failure reason Wrong answer893 With failure reason No answer66 With failure reason Timed out46 With failure reason API error40 With failure reason Extra formatting36 With failure reason Did not follow instructions3

451/451

Rank	Model	Company	Domain specific Score	Score	Total Cost	Tests Correct	Response Time (avg)
#448	Solar Decide default	Upstage	0.4	0.1	$0.009	1/2	7.26s
Total Tests 2 Wrong Tests 1 Total Cost $0.009 Response Time (avg) 7.26s
#447	Microsoft-Decision-1 default	Microsoft	0.3	0.1	$0.002	0/3	1.03s
Total Tests 3 Wrong Tests 3 Total Cost $0.002 Response Time (avg) 1.03s
#451	Claude Opus 5.5 none	Anthropic	0.3	0.2	$0.015	1/1	13.6s
Total Tests 1 Wrong Tests 0 Total Cost $0.015 Response Time (avg) 13.6s
#446	Solar Decide Flash default	Upstage	0.4	0.2	$0.003	1/2	1.11s
Total Tests 2 Wrong Tests 1 Total Cost $0.003 Response Time (avg) 1.11s
#445	LFM2-24B-A2B default	Liquid	0.6	0.2	$0.001	1/3	287ms
Total Tests 3 Wrong Tests 2 Total Cost $0.001 Response Time (avg) 287ms
#444	Gemini 3 Flash Preview high	Google	0.0	0.2	$0.105	0/0	0ms
Total Tests 0 Wrong Tests 0 Total Cost $0.105 Response Time (avg) 0ms
#443	D1 default	Liquid	0.4	0.2	$0.003	0/3	555ms
Total Tests 3 Wrong Tests 3 Total Cost $0.003 Response Time (avg) 555ms
#441	Decider Flash V1.2 default	Perplexity	0.5	0.2	$0.001	1/3	527ms
Total Tests 3 Wrong Tests 2 Total Cost $0.001 Response Time (avg) 527ms
#442	Step 3.5 Flash none	Stepfun	0.3	0.2	$0.020	1/1	34.5s
Total Tests 1 Wrong Tests 0 Total Cost $0.020 Response Time (avg) 34.5s
#440	Clef Omni default	Cloudflare	0.3	0.2	$0.011	0/3	1.05s
Total Tests 3 Wrong Tests 3 Total Cost $0.011 Response Time (avg) 1.05s
#439	Classify-1 default	Scaledown	0.5	0.2	$0.008	1/3	1.54s
Total Tests 3 Wrong Tests 2 Total Cost $0.008 Response Time (avg) 1.54s
#438	Jev 1.14 default	Typesafe	0.8	0.2	$0.003	2/3	444ms
Total Tests 3 Wrong Tests 1 Total Cost $0.003 Response Time (avg) 444ms
#437	Kev 4B default	Jaredpalmer	0.5	0.2	$0.002	1/3	6.34s
Total Tests 3 Wrong Tests 2 Total Cost $0.002 Response Time (avg) 6.34s
#436	GPT-6 Luna Decisions default	OpenAI	0.5	0.2	$0.005	1/3	554ms
Total Tests 3 Wrong Tests 2 Total Cost $0.005 Response Time (avg) 554ms
#435	Drex v1.5 default	Nace AI	0.5	0.2	$0.002	1/3	1.09s
Total Tests 3 Wrong Tests 2 Total Cost $0.002 Response Time (avg) 1.09s

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