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: Metric ↑.

Models Shown

Average Data parsing and extraction Score

8.8

Best Model

Step 3.5 Flash 1.5

Failure Reasons

With failure reason Wrong answer66 With failure reason API error17 With failure reason No answer9 With failure reason Extra formatting8 With failure reason Did not follow instructions7 With failure reason Timed out2

311/311

Rank	Model	Company	Data parsing and extraction Score	Score	Total Cost	Tests Correct	Response Time (avg)
#158	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
#159	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
#160	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
#161	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
#162	Qwen3.6 35B A3B medium	Qwen	10.0	6.6	$0.672	2/2	13.0s
Total Tests 2 Wrong Tests 0 Total Cost $0.672 Response Time (avg) 13.0s
#163	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
#164	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
#166	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
#168	Gemini 3.1 Flash Lite Preview none	Google	10.0	6.4	$0.052	2/2	1.22s
Total Tests 2 Wrong Tests 0 Total Cost $0.052 Response Time (avg) 1.22s
#169	Qwen3.6 Max Preview none	Qwen	10.0	6.4	$0.228	2/2	2.87s
Total Tests 2 Wrong Tests 0 Total Cost $0.228 Response Time (avg) 2.87s
#172	LongCat 2.0 none	Meituan	10.0	6.4	$0.044	2/2	2.36s
Total Tests 2 Wrong Tests 0 Total Cost $0.044 Response Time (avg) 2.36s
#178	Seed-2.0-Lite none	Bytedance Seed	10.0	6.2	$0.066	2/2	1.82s
Total Tests 2 Wrong Tests 0 Total Cost $0.066 Response Time (avg) 1.82s
#179	Gemma 4 31B medium	Google	10.0	6.2	$0.100	2/2	21.1s
Total Tests 2 Wrong Tests 0 Total Cost $0.100 Response Time (avg) 21.1s
#180	GPT-5.6 Luna low	OpenAI	10.0	6.2	$0.051	2/2	2.14s
Total Tests 2 Wrong Tests 0 Total Cost $0.051 Response Time (avg) 2.14s
#181	Claude Sonnet 5 none	Anthropic	10.0	6.1	$0.548	2/2	3.01s
Total Tests 2 Wrong Tests 0 Total Cost $0.548 Response Time (avg) 3.01s

Data parsing and extraction Ranking

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