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: Response Time (avg) ↓.

Models Shown

Average Data parsing and extraction Score

8.8

Best Model

Hy4 preview 8.7

Failure Reasons

With failure reason Wrong answer67 With failure reason API error22 With failure reason Extra formatting10 With failure reason No answer9 With failure reason Did not follow instructions8 With failure reason Timed out2

343/343

Rank	Model	Company	Data parsing and extraction Score	Score	Total Cost	Tests Correct	Response Time (avg)
#34	Pareto none	Unbiased	10.0	8.9	$1.172	2/2	2.57s
Total Tests 2 Wrong Tests 0 Total Cost $1.172 Response Time (avg) 2.57s
#171	Mercury 2.5 medium	Inception	10.0	6.8	$0.022	2/2	2.57s
Total Tests 2 Wrong Tests 0 Total Cost $0.022 Response Time (avg) 2.57s
#109	GPT-5.4 Nano medium	OpenAI	10.0	7.5	$0.142	2/2	2.54s
Total Tests 2 Wrong Tests 0 Total Cost $0.142 Response Time (avg) 2.54s
#287	GLM 5 Turbo none	Z.ai	10.0	5.1	$0.047	2/2	2.47s
Total Tests 2 Wrong Tests 0 Total Cost $0.047 Response Time (avg) 2.47s
#117	GPT-5.4 Mini medium	OpenAI	10.0	7.5	$0.786	2/2	2.43s
Total Tests 2 Wrong Tests 0 Total Cost $0.786 Response Time (avg) 2.43s
#263	Laguna S 2.1 medium	Poolside	10.0	5.4	$0.053	2/2	2.42s
Total Tests 2 Wrong Tests 0 Total Cost $0.053 Response Time (avg) 2.42s
#233	GLM 5.3 Flash low	Z.ai	6.5	5.9	$0.030	1/2	2.39s
Total Tests 2 Wrong Tests 1 Total Cost $0.030 Response Time (avg) 2.39s
#268	DeepSeek V4 Flash 0731 none	DeepSeek	10.0	5.4	$0.021	2/2	2.37s
Total Tests 2 Wrong Tests 0 Total Cost $0.021 Response Time (avg) 2.37s
#44	Claude Opus 4.7 medium	Anthropic	10.0	8.7	$1.476	2/2	2.37s
Total Tests 2 Wrong Tests 0 Total Cost $1.476 Response Time (avg) 2.37s
#197	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
#119	Gemini 3.8 Flash low	Google	10.0	7.5	$0.239	2/2	2.34s
Total Tests 2 Wrong Tests 0 Total Cost $0.239 Response Time (avg) 2.34s
#4	GPT-6 Astra high	OpenAI	10.0	9.9	$3.474	2/2	2.32s
Total Tests 2 Wrong Tests 0 Total Cost $3.474 Response Time (avg) 2.32s
#120	Gemini 3.1 Flash Lite Preview medium	Google	10.0	7.4	$0.117	2/2	2.29s
Total Tests 2 Wrong Tests 0 Total Cost $0.117 Response Time (avg) 2.29s
#145	Step 3.7 Flash low	Stepfun	7.3	7.1	$0.390	1/2	2.29s
Total Tests 2 Wrong Tests 1 Total Cost $0.390 Response Time (avg) 2.29s
#95	Claude Opus 4.8 low	Anthropic	6.3	7.8	$2.089	1/2	2.27s
Total Tests 2 Wrong Tests 1 Total Cost $2.089 Response Time (avg) 2.27s

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