Data parsing and extraction Model Ranking

See which AI models perform best on Data parsing and extraction, which ones stay reliable, and where the biggest gaps appear. Sort by: Total Cost ↑.

Models Shown

Average Data parsing and extraction Score

0.9

Best Model

Ling 3.1 Flash 1.0

Failure Reasons

With failure reason Wrong answer93 With failure reason API error37 With failure reason Extra formatting12 With failure reason No answer9 With failure reason Did not follow instructions8 With failure reason Timed out2

451/451

Rank	Model	Company	Data parsing and extraction Score	Score	Total Cost	Tests Correct	Response Time (avg)
#15	Gemini 3 Flash Preview medium	Google	1.0	1.0	$0.876	2/2	5.43s
Total Tests 2 Wrong Tests 0 Total Cost $0.876 Response Time (avg) 5.43s
#105	Seed-2.0-Code low	Bytedance Seed	1.0	0.8	$0.881	2/2	24.9s
Total Tests 2 Wrong Tests 0 Total Cost $0.881 Response Time (avg) 24.9s
#65	Muse Spark 1.2 low	Meta	1.0	0.9	$0.881	2/2	4.22s
Total Tests 2 Wrong Tests 0 Total Cost $0.881 Response Time (avg) 4.22s
#72	Muse Spark 1.1 low	Meta	1.0	0.9	$0.885	2/2	3.22s
Total Tests 2 Wrong Tests 0 Total Cost $0.885 Response Time (avg) 3.22s
#1	Gemini 3.6 Flash high	Google	1.0	1.0	$0.900	2/2	6.44s
Total Tests 2 Wrong Tests 0 Total Cost $0.900 Response Time (avg) 6.44s
#199	Claude Sonnet 5.5 low	Anthropic	1.0	0.7	$0.909	2/2	2.31s
Total Tests 2 Wrong Tests 0 Total Cost $0.909 Response Time (avg) 2.31s
#78	Muse Spark 1.3 low	Meta	1.0	0.9	$0.911	2/2	3.62s
Total Tests 2 Wrong Tests 0 Total Cost $0.911 Response Time (avg) 3.62s
#264	Trinity Large Thinking low	Arcee AI	0.7	0.6	$0.918	1/2	14.3s
Total Tests 2 Wrong Tests 1 Total Cost $0.918 Response Time (avg) 14.3s
#3	GPT-6 Sol high	OpenAI	1.0	1.0	$0.921	2/2	2.26s
Total Tests 2 Wrong Tests 0 Total Cost $0.921 Response Time (avg) 2.26s
#236	Grok 4.3 medium	X AI	1.0	0.6	$0.989	2/2	19.0s
Total Tests 2 Wrong Tests 0 Total Cost $0.989 Response Time (avg) 19.0s
#4	GPT-6.1 Sol max	OpenAI	1.0	1.0	$1.006	2/2	4.97s
Total Tests 2 Wrong Tests 0 Total Cost $1.006 Response Time (avg) 4.97s
#102	GLM 5.2 medium	Z.ai	1.0	0.8	$1.007	2/2	13.4s
Total Tests 2 Wrong Tests 0 Total Cost $1.007 Response Time (avg) 13.4s
#177	Qwen3.6 27B medium	Qwen	0.4	0.7	$1.021	0/2	37.3s
Total Tests 2 Wrong Tests 2 Total Cost $1.021 Response Time (avg) 37.3s
#60	Qwen3.8 MAX low	Qwen	1.0	0.9	$1.089	2/2	7.87s
Total Tests 2 Wrong Tests 0 Total Cost $1.089 Response Time (avg) 7.87s
#292	Claude Sonnet 5 none	Anthropic	1.0	0.6	$1.095	2/2	3.01s
Total Tests 2 Wrong Tests 0 Total Cost $1.095 Response Time (avg) 3.01s

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