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)
#395	gpt-oss-120b none	OpenAI	0.7	0.4	$0.016	1/2	7.12s
Total Tests 2 Wrong Tests 1 Total Cost $0.016 Response Time (avg) 7.12s
#386	Nemotron 3 Super none	NVIDIA	1.0	0.4	$0.016	2/2	7.92s
Total Tests 2 Wrong Tests 0 Total Cost $0.016 Response Time (avg) 7.92s
#318	Gemini 2.5 Flash none	Google	1.0	0.5	$0.017	2/2	652ms
Total Tests 2 Wrong Tests 0 Total Cost $0.017 Response Time (avg) 652ms
#335	Laguna XS 2.1 none	Poolside	1.0	0.5	$0.020	2/2	768ms
Total Tests 2 Wrong Tests 0 Total Cost $0.020 Response Time (avg) 768ms
#345	Mercury 2.5 low	Inception	0.6	0.5	$0.020	1/2	1.06s
Total Tests 2 Wrong Tests 1 Total Cost $0.020 Response Time (avg) 1.06s
#442	Step 3.5 Flash none	Stepfun	0.2	0.2	$0.020	0/1	0ms
Total Tests 1 Wrong Tests 1 Total Cost $0.020 Response Time (avg) 0ms
#299	Ling 3.0 Flash high	Inclusionai	0.7	0.6	$0.021	1/2	7.15s
Total Tests 2 Wrong Tests 1 Total Cost $0.021 Response Time (avg) 7.15s
#385	Mimo V2 Omni default	Xiaomi	1.0	0.4	$0.021	2/2	1.76s
Total Tests 2 Wrong Tests 0 Total Cost $0.021 Response Time (avg) 1.76s
#310	Solar Pro 4 none	Upstage	1.0	0.6	$0.022	2/2	1.85s
Total Tests 2 Wrong Tests 0 Total Cost $0.022 Response Time (avg) 1.85s
#367	Mercury 2.5 Preview default	Inception	0.6	0.5	$0.023	1/2	1.04s
Total Tests 2 Wrong Tests 1 Total Cost $0.023 Response Time (avg) 1.04s
#353	GPT-4o-mini default	OpenAI	1.0	0.5	$0.024	2/2	1.27s
Total Tests 2 Wrong Tests 0 Total Cost $0.024 Response Time (avg) 1.27s
#420	MiMo-V2-Flash default	Xiaomi	0.3	0.3	$0.025	0/2	19.7s
Total Tests 2 Wrong Tests 2 Total Cost $0.025 Response Time (avg) 19.7s
#319	GPT-6 Luna none	OpenAI	0.7	0.5	$0.026	1/2	9.34s
Total Tests 2 Wrong Tests 1 Total Cost $0.026 Response Time (avg) 9.34s
#384	Ring 2.6 1t default	Inclusionai	0.3	0.4	$0.026	0/2	45.9s
Total Tests 2 Wrong Tests 2 Total Cost $0.026 Response Time (avg) 45.9s
#397	Mercury 2.5 none	Inception	0.3	0.4	$0.026	0/2	885ms
Total Tests 2 Wrong Tests 2 Total Cost $0.026 Response Time (avg) 885ms

Data parsing and extraction Ranking

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