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)
#366	GLM 4.7 Flash none	Z.ai	0.7	0.5	$0.027	1/2	4.82s
Total Tests 2 Wrong Tests 1 Total Cost $0.027 Response Time (avg) 4.82s
#294	Qwen3.7 Flash none	Qwen	1.0	0.6	$0.028	2/2	2.09s
Total Tests 2 Wrong Tests 0 Total Cost $0.028 Response Time (avg) 2.09s
#280	Granite 4.2 8B medium	IBM Granite	0.7	0.6	$0.029	1/2	1.43s
Total Tests 2 Wrong Tests 1 Total Cost $0.029 Response Time (avg) 1.43s
#289	gpt-oss-120b medium	OpenAI	0.6	0.6	$0.030	1/2	1.98s
Total Tests 2 Wrong Tests 1 Total Cost $0.030 Response Time (avg) 1.98s
#320	Gemma 4 26B A4B none	Google	1.0	0.5	$0.031	2/2	1.70s
Total Tests 2 Wrong Tests 0 Total Cost $0.031 Response Time (avg) 1.70s
#307	Gemma 4 31B none	Google	1.0	0.6	$0.031	2/2	2.25s
Total Tests 2 Wrong Tests 0 Total Cost $0.031 Response Time (avg) 2.25s
#144	GPT-6 Luna low	OpenAI	1.0	0.8	$0.033	2/2	9.94s
Total Tests 2 Wrong Tests 0 Total Cost $0.033 Response Time (avg) 9.94s
#403	Laguna M.1 medium	Poolside	1.0	0.4	$0.033	2/2	4.93s
Total Tests 2 Wrong Tests 0 Total Cost $0.033 Response Time (avg) 4.93s
#391	Mercury 2 none	Inception	0.7	0.4	$0.033	1/2	667ms
Total Tests 2 Wrong Tests 1 Total Cost $0.033 Response Time (avg) 667ms
#246	Mercury 2.5 medium	Inception	1.0	0.6	$0.034	2/2	2.57s
Total Tests 2 Wrong Tests 0 Total Cost $0.034 Response Time (avg) 2.57s
#332	Granite 4.2 8B low	IBM Granite	0.7	0.5	$0.036	1/2	1.39s
Total Tests 2 Wrong Tests 1 Total Cost $0.036 Response Time (avg) 1.39s
#389	Granite 4.2 8B none	IBM Granite	0.3	0.4	$0.037	0/2	1.05s
Total Tests 2 Wrong Tests 2 Total Cost $0.037 Response Time (avg) 1.05s
#218	GLM 5.3 Flash low	Z.ai	0.6	0.7	$0.038	1/2	2.39s
Total Tests 2 Wrong Tests 1 Total Cost $0.038 Response Time (avg) 2.39s
#204	Mercury 2.5 Preview medium	Inception	1.0	0.7	$0.039	2/2	2.77s
Total Tests 2 Wrong Tests 0 Total Cost $0.039 Response Time (avg) 2.77s
#230	Mercury 2.5 Preview high	Inception	1.0	0.6	$0.040	2/2	2.24s
Total Tests 2 Wrong Tests 0 Total Cost $0.040 Response Time (avg) 2.24s

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