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)
#20	Claude Opus 5 high	Anthropic	10.0	9.2	$3.070	2/2	4.22s
Total Tests 2 Wrong Tests 0 Total Cost $3.070 Response Time (avg) 4.22s
#131	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
#53	DeepSeek V4.1 Flash high	DeepSeek	6.5	8.5	$0.287	1/2	4.19s
Total Tests 2 Wrong Tests 1 Total Cost $0.287 Response Time (avg) 4.19s
#28	GPT-5.5 medium	OpenAI	10.0	9.0	$4.163	2/2	4.18s
Total Tests 2 Wrong Tests 0 Total Cost $4.163 Response Time (avg) 4.18s
#144	Muse Glimmer 30B low	Meta	10.0	7.1	$0.152	2/2	4.17s
Total Tests 2 Wrong Tests 0 Total Cost $0.152 Response Time (avg) 4.17s
#154	Grok 4.20 medium	X AI	10.0	7.0	$0.805	2/2	4.17s
Total Tests 2 Wrong Tests 0 Total Cost $0.805 Response Time (avg) 4.17s
#332	Ling 3.0 Tiny high	Inclusionai	2.8	3.8	$0.000	0/2	4.16s
Total Tests 2 Wrong Tests 2 Total Cost $0.000 Response Time (avg) 4.16s
#138	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
#27	Gemini 3.5 Flash medium	Google	10.0	9.0	$0.665	2/2	4.07s
Total Tests 2 Wrong Tests 0 Total Cost $0.665 Response Time (avg) 4.07s
#68	Gemini 2.5 Flash medium	Google	10.0	8.2	$0.644	2/2	4.06s
Total Tests 2 Wrong Tests 0 Total Cost $0.644 Response Time (avg) 4.06s
#223	Grok 4.20 Beta medium	X AI	10.0	6.0	$0.750	2/2	4.01s
Total Tests 2 Wrong Tests 0 Total Cost $0.750 Response Time (avg) 4.01s
#63	Inkling Small high	Thinkingmachines	10.0	8.4	$0.398	2/2	3.99s
Total Tests 2 Wrong Tests 0 Total Cost $0.398 Response Time (avg) 3.99s
#184	Inkling Small medium	Thinkingmachines	10.0	6.6	$0.113	2/2	3.95s
Total Tests 2 Wrong Tests 0 Total Cost $0.113 Response Time (avg) 3.95s
#21	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
#107	Claude Opus 5 none	Anthropic	10.0	7.5	$1.550	2/2	3.88s
Total Tests 2 Wrong Tests 0 Total Cost $1.550 Response Time (avg) 3.88s

Data parsing and extraction Ranking

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