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

8.9

Best Model

Grok 4.20 Multi Agent Beta 10.0

Failure Reasons

With failure reason Wrong answer41 With failure reason API error14 With failure reason No answer8 With failure reason Extra formatting6 With failure reason Timed out1

216/216

Rank	Model	Company	Data parsing and extraction Score	Score	Total Cost	Tests Correct	Response Time (avg)
#62	Qwen3.5-27B medium	Qwen	10.0	7.4	$1.627	2/2	30.3s
Total Tests 2 Wrong Tests 0 Total Cost $1.627 Response Time (avg) 30.3s
#21	GPT-5.4 medium	OpenAI	10.0	8.5	$1.533	2/2	5.32s
Total Tests 2 Wrong Tests 0 Total Cost $1.533 Response Time (avg) 5.32s
#18	Claude Opus 4.7 medium	Anthropic	10.0	8.7	$1.477	2/2	2.37s
Total Tests 2 Wrong Tests 0 Total Cost $1.477 Response Time (avg) 2.37s
#10	Gemini 3.1 Pro Preview medium	Google	10.0	9.2	$1.361	2/2	7.72s
Total Tests 2 Wrong Tests 0 Total Cost $1.361 Response Time (avg) 7.72s
#19	Muse Spark 1.1 medium	Meta	10.0	8.6	$1.357	2/2	4.96s
Total Tests 2 Wrong Tests 0 Total Cost $1.357 Response Time (avg) 4.96s
#7	GPT-5.6 Sol medium	OpenAI	10.0	9.4	$1.316	2/2	1.38s
Total Tests 2 Wrong Tests 0 Total Cost $1.316 Response Time (avg) 1.38s
#9	GPT-5.5 low	OpenAI	10.0	9.3	$1.253	2/2	3.28s
Total Tests 2 Wrong Tests 0 Total Cost $1.253 Response Time (avg) 3.28s
#8	GPT-5.6 Sol high	OpenAI	10.0	9.4	$1.234	2/2	1.16s
Total Tests 2 Wrong Tests 0 Total Cost $1.234 Response Time (avg) 1.16s
#90	Step 3.7 Flash high	Stepfun	10.0	6.9	$1.207	2/2	14.7s
Total Tests 2 Wrong Tests 0 Total Cost $1.207 Response Time (avg) 14.7s
#70	Claude Opus 4.8 none	Anthropic	7.3	7.3	$1.166	1/2	1.77s
Total Tests 2 Wrong Tests 1 Total Cost $1.166 Response Time (avg) 1.77s
#22	Qwen3.6 Max Preview medium	Qwen	10.0	8.4	$1.143	2/2	41.2s
Total Tests 2 Wrong Tests 0 Total Cost $1.143 Response Time (avg) 41.2s
#11	Qwen3.7 Max medium	Qwen	10.0	9.2	$1.116	2/2	8.80s
Total Tests 2 Wrong Tests 0 Total Cost $1.116 Response Time (avg) 8.80s
#52	Grok Build 0.1 medium	X AI	10.0	7.6	$1.097	2/2	10.7s
Total Tests 2 Wrong Tests 0 Total Cost $1.097 Response Time (avg) 10.7s
#83	Gemini 3.5 Flash none	Google	6.5	7.0	$1.079	1/2	8.10s
Total Tests 2 Wrong Tests 1 Total Cost $1.079 Response Time (avg) 8.10s
#38	GPT-5.6 Terra high	OpenAI	10.0	8.0	$1.055	2/2	938ms
Total Tests 2 Wrong Tests 0 Total Cost $1.055 Response Time (avg) 938ms

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