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: Tests Correct ↑.

Models Shown

Average Data parsing and extraction Score

8.8

Best Model

LongCat 2.0 3.6

Failure Reasons

With failure reason Wrong answer67 With failure reason API error31 With failure reason Extra formatting10 With failure reason No answer9 With failure reason Did not follow instructions8 With failure reason Timed out2

359/359

Rank	Model	Company	Data parsing and extraction Score	Score	Total Cost	Tests Correct	Response Time (avg)
#133	Qwen3.8 2.4T A95B high	Qwen	10.0	7.4	$2.357	2/2	13.7s
Total Tests 2 Wrong Tests 0 Total Cost $2.357 Response Time (avg) 13.7s
#134	MiMo-V2.6-Flash medium	Xiaomi	10.0	7.4	$0.190	2/2	1.75s
Total Tests 2 Wrong Tests 0 Total Cost $0.190 Response Time (avg) 1.75s
#135	Grok 4.6 low	X AI	10.0	7.4	$0.449	2/2	11.6s
Total Tests 2 Wrong Tests 0 Total Cost $0.449 Response Time (avg) 11.6s
#136	Gemini 3 Flash Preview low	Google	10.0	7.4	$0.185	2/2	9.40s
Total Tests 2 Wrong Tests 0 Total Cost $0.185 Response Time (avg) 9.40s
#137	Claude Sonnet 4.6 none	Anthropic	10.0	7.3	$0.661	2/2	3.43s
Total Tests 2 Wrong Tests 0 Total Cost $0.661 Response Time (avg) 3.43s
#138	GLM 5.3 high	Z.ai	10.0	7.3	$0.242	2/2	3.55s
Total Tests 2 Wrong Tests 0 Total Cost $0.242 Response Time (avg) 3.55s
#139	KAT-Coder-Pro V2.5 low	Kwaipilot	10.0	7.3	$0.400	2/2	4.19s
Total Tests 2 Wrong Tests 0 Total Cost $0.400 Response Time (avg) 4.19s
#141	Gemini 3.1 Flash Lite medium	Google	10.0	7.3	$0.120	2/2	2.60s
Total Tests 2 Wrong Tests 0 Total Cost $0.120 Response Time (avg) 2.60s
#142	Qwen3.7 Plus none	Qwen	10.0	7.3	$0.106	2/2	1.43s
Total Tests 2 Wrong Tests 0 Total Cost $0.106 Response Time (avg) 1.43s
#143	DeepSeek V4 Flash 0731 medium	DeepSeek	10.0	7.3	$0.216	2/2	5.21s
Total Tests 2 Wrong Tests 0 Total Cost $0.216 Response Time (avg) 5.21s
#145	Kimi K2.6 medium	Moonshot AI	10.0	7.2	$1.247	2/2	20.4s
Total Tests 2 Wrong Tests 0 Total Cost $1.247 Response Time (avg) 20.4s
#146	KAT-Coder-Pro V2.5 high	Kwaipilot	10.0	7.2	$0.506	2/2	4.13s
Total Tests 2 Wrong Tests 0 Total Cost $0.506 Response Time (avg) 4.13s
#148	GPT-6 Sol none	OpenAI	10.0	7.2	$0.280	2/2	21.0s
Total Tests 2 Wrong Tests 0 Total Cost $0.280 Response Time (avg) 21.0s
#149	Qwen3.5 Plus 2026-04-20 medium	Qwen	10.0	7.2	$0.323	2/2	38.3s
Total Tests 2 Wrong Tests 0 Total Cost $0.323 Response Time (avg) 38.3s
#150	Qwen3.7 Flash low	Qwen	10.0	7.2	$0.043	2/2	15.4s
Total Tests 2 Wrong Tests 0 Total Cost $0.043 Response Time (avg) 15.4s

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