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.

Models Shown

Average Data parsing and extraction Score

8.8

Best Model

Seed-2.0-Code 10.0

Failure Reasons

With failure reason Wrong answer67 With failure reason API error31 With failure reason Extra formatting10 With failure reason No answer9 With failure reason Did not follow instructions8 With failure reason Timed out2

359/359

Rank	Model	Company	Data parsing and extraction Score	Score	Total Cost	Tests Correct	Response Time (avg)
#183	Gemma 4 26B A4B medium	Google	10.0	6.8	$0.084	2/2	16.5s
Total Tests 2 Wrong Tests 0 Total Cost $0.084 Response Time (avg) 16.5s
#184	GLM 5.2 none	Z.ai	10.0	6.7	$0.103	2/2	7.17s
Total Tests 2 Wrong Tests 0 Total Cost $0.103 Response Time (avg) 7.17s
#185	KAT-Coder-Pro V2.5 none	Kwaipilot	10.0	6.7	$0.487	2/2	5.07s
Total Tests 2 Wrong Tests 0 Total Cost $0.487 Response Time (avg) 5.07s
#187	Gemini 3.5 Flash minimal	Google	10.0	6.7	$0.300	2/2	1.66s
Total Tests 2 Wrong Tests 0 Total Cost $0.300 Response Time (avg) 1.66s
#188	GLM 5V Turbo medium	Z.ai	10.0	6.7	$0.457	2/2	9.60s
Total Tests 2 Wrong Tests 0 Total Cost $0.457 Response Time (avg) 9.60s
#190	Claude Opus 4.7 none	Anthropic	10.0	6.6	$0.505	2/2	2.15s
Total Tests 2 Wrong Tests 0 Total Cost $0.505 Response Time (avg) 2.15s
#191	Gemini 3.5 Flash Lite low	Google	10.0	6.6	$0.138	2/2	859ms
Total Tests 2 Wrong Tests 0 Total Cost $0.138 Response Time (avg) 859ms
#192	Qwen3.5-27B none	Qwen	10.0	6.6	$0.058	2/2	1.43s
Total Tests 2 Wrong Tests 0 Total Cost $0.058 Response Time (avg) 1.43s
#193	Gemini 3.1 Flash Lite Preview low	Google	10.0	6.6	$0.646	2/2	3.00s
Total Tests 2 Wrong Tests 0 Total Cost $0.646 Response Time (avg) 3.00s
#194	Inkling Small medium	Thinkingmachines	10.0	6.6	$0.113	2/2	3.95s
Total Tests 2 Wrong Tests 0 Total Cost $0.113 Response Time (avg) 3.95s
#195	Gemini 3.1 Flash Lite low	Google	10.0	6.6	$0.621	2/2	1.44s
Total Tests 2 Wrong Tests 0 Total Cost $0.621 Response Time (avg) 1.44s
#196	Qwen3.6 35B A3B medium	Qwen	10.0	6.6	$0.750	2/2	13.0s
Total Tests 2 Wrong Tests 0 Total Cost $0.750 Response Time (avg) 13.0s
#197	Mercury 2.5 Preview high	Inception	10.0	6.6	$0.030	2/2	2.24s
Total Tests 2 Wrong Tests 0 Total Cost $0.030 Response Time (avg) 2.24s
#198	Qwen3.5 Plus 2026-02-15 none	Qwen	10.0	6.6	$0.073	2/2	1.89s
Total Tests 2 Wrong Tests 0 Total Cost $0.073 Response Time (avg) 1.89s
#200	Laguna XS 2.1 medium	Poolside	10.0	6.5	$0.068	2/2	4.50s
Total Tests 2 Wrong Tests 0 Total Cost $0.068 Response Time (avg) 4.50s

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