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)
#182	Gemini 3.1 Flash Lite minimal	Google	10.0	6.1	$0.047	2/2	1.04s
Total Tests 2 Wrong Tests 0 Total Cost $0.047 Response Time (avg) 1.04s
#185	Qwen3.7 Flash none	Qwen	10.0	6.1	$0.019	2/2	2.09s
Total Tests 2 Wrong Tests 0 Total Cost $0.019 Response Time (avg) 2.09s
#186	Gemini 3.1 Flash Lite none	Google	10.0	6.1	$0.046	2/2	843ms
Total Tests 2 Wrong Tests 0 Total Cost $0.046 Response Time (avg) 843ms
#188	Inkling low	Thinkingmachines	10.0	6.1	$0.187	2/2	2.07s
Total Tests 2 Wrong Tests 0 Total Cost $0.187 Response Time (avg) 2.07s
#190	Qwen3.6 Flash none	Qwen	10.0	6.1	$0.062	2/2	2.13s
Total Tests 2 Wrong Tests 0 Total Cost $0.062 Response Time (avg) 2.13s
#191	Gemma 4 31B none	Google	10.0	6.1	$0.016	2/2	2.25s
Total Tests 2 Wrong Tests 0 Total Cost $0.016 Response Time (avg) 2.25s
#192	Qwen3.5 Plus 2026-04-20 none	Qwen	10.0	6.1	$0.122	2/2	2.82s
Total Tests 2 Wrong Tests 0 Total Cost $0.122 Response Time (avg) 2.82s
#193	Nemotron 3 Ultra none	NVIDIA	10.0	6.1	$0.084	2/2	1.94s
Total Tests 2 Wrong Tests 0 Total Cost $0.084 Response Time (avg) 1.94s
#195	Gemini 2.5 Flash none	Google	10.0	6.0	$0.017	2/2	652ms
Total Tests 2 Wrong Tests 0 Total Cost $0.017 Response Time (avg) 652ms
#196	Grok 4.20 Beta medium	X AI	10.0	6.0	$0.750	2/2	4.01s
Total Tests 2 Wrong Tests 0 Total Cost $0.750 Response Time (avg) 4.01s
#197	GPT-5.6 Terra none	OpenAI	10.0	6.0	$0.280	2/2	1.13s
Total Tests 2 Wrong Tests 0 Total Cost $0.280 Response Time (avg) 1.13s
#198	Gemini 3 PRO Preview medium	Google	10.0	6.0	$0.385	2/2	10.8s
Total Tests 2 Wrong Tests 0 Total Cost $0.385 Response Time (avg) 10.8s
#200	Qwen3.5-Flash none	Qwen	10.0	6.0	$0.073	2/2	1.57s
Total Tests 2 Wrong Tests 0 Total Cost $0.073 Response Time (avg) 1.57s
#201	Qwen3.5-35B-A3B none	Qwen	10.0	5.9	$0.142	2/2	1.16s
Total Tests 2 Wrong Tests 0 Total Cost $0.142 Response Time (avg) 1.16s
#204	Mimo V2 Omni medium	Xiaomi	10.0	5.9	$0.683	2/2	3.04s
Total Tests 2 Wrong Tests 0 Total Cost $0.683 Response Time (avg) 3.04s

Data parsing and extraction Ranking

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