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

Dots 3 Note Preview 7.3

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)
#95	Qwen3.5-27B medium	Qwen	10.0	7.5	$0.982	2/2	30.3s
Total Tests 2 Wrong Tests 0 Total Cost $0.982 Response Time (avg) 30.3s
#25	GPT-5.3-Codex medium	OpenAI	10.0	8.9	$0.988	2/2	3.07s
Total Tests 2 Wrong Tests 0 Total Cost $0.988 Response Time (avg) 3.07s
#165	Qwen3.6 27B medium	Qwen	3.5	6.5	$1.045	0/2	37.3s
Total Tests 2 Wrong Tests 2 Total Cost $1.045 Response Time (avg) 37.3s
#59	Inkling high	Thinkingmachines	10.0	8.0	$1.046	2/2	8.19s
Total Tests 2 Wrong Tests 0 Total Cost $1.046 Response Time (avg) 8.19s
#139	Gemini 3.5 Flash none	Google	6.5	6.9	$1.093	1/2	8.10s
Total Tests 2 Wrong Tests 1 Total Cost $1.093 Response Time (avg) 8.10s
#32	Claude Opus 5 low	Anthropic	10.0	8.7	$1.121	2/2	3.69s
Total Tests 2 Wrong Tests 0 Total Cost $1.121 Response Time (avg) 3.69s
#98	Grok Build 0.1 medium	X AI	10.0	7.5	$1.130	2/2	10.7s
Total Tests 2 Wrong Tests 0 Total Cost $1.130 Response Time (avg) 10.7s
#40	Qwen3.6 Max Preview medium	Qwen	10.0	8.6	$1.132	2/2	41.2s
Total Tests 2 Wrong Tests 0 Total Cost $1.132 Response Time (avg) 41.2s
#183	Qwen3.5-35B-A3B medium	Qwen	7.3	6.1	$1.140	1/2	59.3s
Total Tests 2 Wrong Tests 1 Total Cost $1.140 Response Time (avg) 59.3s
#142	Seed-2.0-Code medium	Bytedance Seed	7.3	6.8	$1.153	1/2	18.8s
Total Tests 2 Wrong Tests 1 Total Cost $1.153 Response Time (avg) 18.8s
#19	Qwen3.7 Max medium	Qwen	10.0	9.1	$1.157	2/2	8.80s
Total Tests 2 Wrong Tests 0 Total Cost $1.157 Response Time (avg) 8.80s
#115	Claude Opus 4.8 none	Anthropic	7.3	7.3	$1.166	1/2	1.77s
Total Tests 2 Wrong Tests 1 Total Cost $1.166 Response Time (avg) 1.77s
#47	GPT-5.2 medium	OpenAI	10.0	8.4	$1.182	2/2	3.15s
Total Tests 2 Wrong Tests 0 Total Cost $1.182 Response Time (avg) 3.15s
#63	GLM 5.2 high	Z.ai	10.0	8.0	$1.188	2/2	5.81s
Total Tests 2 Wrong Tests 0 Total Cost $1.188 Response Time (avg) 5.81s
#122	Qwen3.5-122B-A10B medium	Qwen	10.0	7.1	$1.207	2/2	23.4s
Total Tests 2 Wrong Tests 0 Total Cost $1.207 Response Time (avg) 23.4s

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