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: Tests Correct ↑.

Models Shown

Average Data parsing and extraction Score

8.8

Best Model

LongCat 2.0 3.6

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)
#215	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
#216	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
#217	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
#218	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
#219	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
#222	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
#223	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
#225	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
#227	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
#228	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
#229	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
#230	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
#232	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
#233	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
#234	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

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