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)
#273	Grok 4.20 Multi Agent Beta medium	X AI	10.0	4.8	$5.599	2/2	5.54s
Total Tests 2 Wrong Tests 0 Total Cost $5.599 Response Time (avg) 5.54s
#22	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
#66	Kimi K3 max	Moonshot AI	7.3	7.9	$3.467	1/2	16.7s
Total Tests 2 Wrong Tests 1 Total Cost $3.467 Response Time (avg) 16.7s
#20	Claude Fable 5.1 high	Anthropic	10.0	9.0	$3.364	2/2	6.30s
Total Tests 2 Wrong Tests 0 Total Cost $3.364 Response Time (avg) 6.30s
#15	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
#39	Claude Fable 5 medium	Anthropic	10.0	8.6	$3.004	2/2	7.18s
Total Tests 2 Wrong Tests 0 Total Cost $3.004 Response Time (avg) 7.18s
#82	Claude Opus 4.6 medium	Anthropic	10.0	7.7	$2.961	2/2	7.37s
Total Tests 2 Wrong Tests 0 Total Cost $2.961 Response Time (avg) 7.37s
#52	Claude Fable 5.1 medium	Anthropic	10.0	8.3	$2.909	2/2	4.47s
Total Tests 2 Wrong Tests 0 Total Cost $2.909 Response Time (avg) 4.47s
#56	Qwen3.8 2.4T A95B low	Qwen	10.0	8.1	$2.672	2/2	22.3s
Total Tests 2 Wrong Tests 0 Total Cost $2.672 Response Time (avg) 22.3s
#136	Claude Fable 5.1 low	Anthropic	10.0	6.9	$2.565	2/2	4.71s
Total Tests 2 Wrong Tests 0 Total Cost $2.565 Response Time (avg) 4.71s
#105	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
#245	Gemini 3.1 Flash Lite Preview high	Google	10.0	5.3	$2.310	2/2	7.16s
Total Tests 2 Wrong Tests 0 Total Cost $2.310 Response Time (avg) 7.16s
#60	Muse Spark 1.1 high	Meta	10.0	8.0	$2.253	2/2	8.40s
Total Tests 2 Wrong Tests 0 Total Cost $2.253 Response Time (avg) 8.40s
#24	Grok 4.5 high	X AI	10.0	9.0	$2.252	2/2	7.63s
Total Tests 2 Wrong Tests 0 Total Cost $2.252 Response Time (avg) 7.63s
#75	Claude Sonnet 4.6 medium	Anthropic	10.0	7.8	$2.126	2/2	13.9s
Total Tests 2 Wrong Tests 0 Total Cost $2.126 Response Time (avg) 13.9s

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