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

8.8

Best Model

Grok 4.20 Multi Agent Beta 10.0

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)
#78	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
#219	Gemini 3.1 Flash Lite high	Google	10.0	5.6	$2.044	2/2	4.49s
Total Tests 2 Wrong Tests 0 Total Cost $2.044 Response Time (avg) 4.49s
#43	Grok 4.5 medium	X AI	10.0	8.5	$2.042	2/2	6.29s
Total Tests 2 Wrong Tests 0 Total Cost $2.042 Response Time (avg) 6.29s
#7	Gemini 3.5 Flash high	Google	10.0	9.4	$2.011	2/2	6.43s
Total Tests 2 Wrong Tests 0 Total Cost $2.011 Response Time (avg) 6.43s
#31	Claude Opus 4.8 medium	Anthropic	7.1	8.8	$1.983	1/2	12.3s
Total Tests 2 Wrong Tests 1 Total Cost $1.983 Response Time (avg) 12.3s
#49	Seed 2.1 Turbo medium	Bytedance Seed	10.0	8.4	$1.951	2/2	37.8s
Total Tests 2 Wrong Tests 0 Total Cost $1.951 Response Time (avg) 37.8s
#12	Grok 4.6 high	X AI	10.0	9.3	$1.908	2/2	16.1s
Total Tests 2 Wrong Tests 0 Total Cost $1.908 Response Time (avg) 16.1s
#27	Seed 2.1 Turbo high	Bytedance Seed	10.0	8.9	$1.797	2/2	33.7s
Total Tests 2 Wrong Tests 0 Total Cost $1.797 Response Time (avg) 33.7s
#36	Muse Spark 1.2 high	Meta	10.0	8.7	$1.771	2/2	6.93s
Total Tests 2 Wrong Tests 0 Total Cost $1.771 Response Time (avg) 6.93s
#228	Hy4 preview low	Tencent	8.7	5.6	$1.745	1/2	88.5s
Total Tests 2 Wrong Tests 1 Total Cost $1.745 Response Time (avg) 88.5s
#45	Grok 4.6 medium	X AI	10.0	8.4	$1.713	2/2	11.5s
Total Tests 2 Wrong Tests 0 Total Cost $1.713 Response Time (avg) 11.5s
#26	Muse Spark 1.3 high	Meta	10.0	8.9	$1.653	2/2	7.01s
Total Tests 2 Wrong Tests 0 Total Cost $1.653 Response Time (avg) 7.01s
#2	Gemini 3.8 Flash high	Google	10.0	9.9	$1.595	2/2	8.23s
Total Tests 2 Wrong Tests 0 Total Cost $1.595 Response Time (avg) 8.23s
#16	Claude Opus 5 medium	Anthropic	10.0	9.2	$1.586	2/2	3.92s
Total Tests 2 Wrong Tests 0 Total Cost $1.586 Response Time (avg) 3.92s
#42	GPT-5.4 medium	OpenAI	10.0	8.5	$1.560	2/2	5.32s
Total Tests 2 Wrong Tests 0 Total Cost $1.560 Response Time (avg) 5.32s

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