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: Metric ↑.

Models Shown

Average Data parsing and extraction Score

0.9

Best Model

Gemini 3 Flash Preview 0.0

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)
#392	Gemini 3.1 Flash Lite Preview high	Google	1.0	0.4	$2.310	2/2	7.16s
Total Tests 2 Wrong Tests 0 Total Cost $2.310 Response Time (avg) 7.16s
#396	GLM 5 Turbo none	Z.ai	1.0	0.4	$0.047	2/2	2.47s
Total Tests 2 Wrong Tests 0 Total Cost $0.047 Response Time (avg) 2.47s
#398	Qwen3.6 Plus Preview medium	Qwen	1.0	0.4	$0.000	2/2	14.9s
Total Tests 2 Wrong Tests 0 Total Cost $0.000 Response Time (avg) 14.9s
#400	Grok 4.20 Multi Agent Beta medium	X AI	1.0	0.4	$5.599	2/2	5.54s
Total Tests 2 Wrong Tests 0 Total Cost $5.599 Response Time (avg) 5.54s
#401	Hunter Alpha medium	OpenRouter	1.0	0.4	$0.000	2/2	23.2s
Total Tests 2 Wrong Tests 0 Total Cost $0.000 Response Time (avg) 23.2s
#402	Grok 4.1 Fast medium	X AI	1.0	0.4	$0.069	2/2	6.63s
Total Tests 2 Wrong Tests 0 Total Cost $0.069 Response Time (avg) 6.63s
#403	Laguna M.1 medium	Poolside	1.0	0.4	$0.033	2/2	4.93s
Total Tests 2 Wrong Tests 0 Total Cost $0.033 Response Time (avg) 4.93s
#411	Grok 4.20 Beta default	X AI	1.0	0.4	$0.087	2/2	601ms
Total Tests 2 Wrong Tests 0 Total Cost $0.087 Response Time (avg) 601ms
#412	Laguna M.1 default	Poolside	1.0	0.4	$0.009	2/2	3.37s
Total Tests 2 Wrong Tests 0 Total Cost $0.009 Response Time (avg) 3.37s
#415	Hunter Alpha default	OpenRouter	1.0	0.3	$0.000	2/2	8.49s
Total Tests 2 Wrong Tests 0 Total Cost $0.000 Response Time (avg) 8.49s
#416	Grok 4.20 none	X AI	1.0	0.3	$0.057	2/2	522ms
Total Tests 2 Wrong Tests 0 Total Cost $0.057 Response Time (avg) 522ms
#424	Grok 4.1 Fast default	X AI	1.0	0.3	$0.008	2/2	943ms
Total Tests 2 Wrong Tests 0 Total Cost $0.008 Response Time (avg) 943ms
#425	Laguna Xs.2 default	Poolside	1.0	0.3	$0.004	2/2	646ms
Total Tests 2 Wrong Tests 0 Total Cost $0.004 Response Time (avg) 646ms
#432	Jev 1.13 default	Typesafe	1.0	0.3	$0.003	2/2	799ms
Total Tests 2 Wrong Tests 0 Total Cost $0.003 Response Time (avg) 799ms
#436	GPT-6 Luna Decisions default	OpenAI	1.0	0.2	$0.005	2/2	411ms
Total Tests 2 Wrong Tests 0 Total Cost $0.005 Response Time (avg) 411ms

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