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)
#66	GPT-5.2 medium	OpenAI	1.0	0.9	$1.558	2/2	3.15s
Total Tests 2 Wrong Tests 0 Total Cost $1.558 Response Time (avg) 3.15s
#86	Gemini 3.1 Pro Preview medium	Google	1.0	0.8	$1.585	2/2	7.72s
Total Tests 2 Wrong Tests 0 Total Cost $1.585 Response Time (avg) 7.72s
#56	Muse Spark 1.2 medium	Meta	1.0	0.9	$1.590	2/2	6.42s
Total Tests 2 Wrong Tests 0 Total Cost $1.590 Response Time (avg) 6.42s
#201	Kimi K2.6 medium	Moonshot AI	1.0	0.7	$1.594	2/2	20.4s
Total Tests 2 Wrong Tests 0 Total Cost $1.594 Response Time (avg) 20.4s
#22	GPT-5.6 Sol high	OpenAI	1.0	0.9	$1.595	2/2	1.16s
Total Tests 2 Wrong Tests 0 Total Cost $1.595 Response Time (avg) 1.16s
#44	Muse Wonder minimal	Meta	1.0	0.9	$1.639	2/2	3.31s
Total Tests 2 Wrong Tests 0 Total Cost $1.639 Response Time (avg) 3.31s
#29	Seed 2.1 Turbo low	Bytedance Seed	1.0	0.9	$1.645	2/2	34.5s
Total Tests 2 Wrong Tests 0 Total Cost $1.645 Response Time (avg) 34.5s
#57	Muse Spark 1.1 medium	Meta	1.0	0.9	$1.665	2/2	4.96s
Total Tests 2 Wrong Tests 0 Total Cost $1.665 Response Time (avg) 4.96s
#80	Qwen3.7 Max medium	Qwen	1.0	0.9	$1.689	2/2	8.80s
Total Tests 2 Wrong Tests 0 Total Cost $1.689 Response Time (avg) 8.80s
#20	GPT-5.6 Sol medium	OpenAI	1.0	0.9	$1.700	2/2	1.38s
Total Tests 2 Wrong Tests 0 Total Cost $1.700 Response Time (avg) 1.38s
#48	Muse Spark 1.3 medium	Meta	1.0	0.9	$1.712	2/2	8.75s
Total Tests 2 Wrong Tests 0 Total Cost $1.712 Response Time (avg) 8.75s
#24	Claude Opus 5.5 low	Anthropic	1.0	0.9	$1.733	2/2	12.0s
Total Tests 2 Wrong Tests 0 Total Cost $1.733 Response Time (avg) 12.0s
#273	Gemini 3.5 Flash none	Google	0.7	0.6	$1.752	1/2	8.10s
Total Tests 2 Wrong Tests 1 Total Cost $1.752 Response Time (avg) 8.10s
#30	Muse Spark Open high	Meta	1.0	0.9	$1.782	2/2	14.7s
Total Tests 2 Wrong Tests 0 Total Cost $1.782 Response Time (avg) 14.7s
#17	Gemini 4 Argon high	Google	1.0	1.0	$1.802	2/2	8.04s
Total Tests 2 Wrong Tests 0 Total Cost $1.802 Response Time (avg) 8.04s

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