Nace AI launches Drex, a model that checks document parser output against page images
Overview
Nace AI launches Drex for Document Processing, a model that compares parsed text with the original page image and sends only mismatches for correction.
Nace integrates Drex into its Perception pipeline. Testing Catalog reports Drex costs $7 per 1,000 pages and handles 30 file types, including PDFs, spreadsheets, and emails.
Nace says Drex corrects pages 38% faster than regenerating them from scratch. Rohan Paul, quoting the Nace post, gives median correction time per page falling 28% to 38%. Dongxi NLP says Perception with Drex ranks first on the Parse Index parsing leaderboard and reports 38% faster page corrections on RealDocBench.
Rohan Paul, quoting the Nace post, gives Drex a 0.834 Parse Index score against 0.813 for GPT-6 Astra (low), and a price of $7 per 1,000 pages against $70.57 for the comparison. The available reports do not include the leaderboard or benchmark data behind these figures, so they rest on the company's and posters' claims.
Written by AI from the articles below · updated Nov 12, 5:14 AM ET
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Developments
3 developments
- Nov 12, 5:08 AM ET · 1 articleNace AI launches Drex for Document ProcessingTesting Catalog: Nace AI launches Drex for document processing, correcting pages 38% faster
- Nov 11, 5:55 PM ET · 1 articleNaceAI introduces Drex for Document ProcessingRohan Paul: NaceAI launches Drex, a document parser that verifies its own OCR output
- Nov 11, 1:09 PM ET · 1 articleNace AI introduces Drex-powered document processingDongxi NLP: Dongxi NLP suggests Drex decision models for document processing
Article timeline
The articles in this story. Times are ET.
🚨 AI News | TestingCatalog@testingcatalogXNace AI launches Drex for document processing, correcting pages 38% fasterAINace AI has launched Drex for Document Processing, which uses its decision model to analyse and fix scanned pages or photos of documents. In Nace's tests, Drex corrects a page 38% faster than regenerating it from scratch. It costs $7 per 1,000 pages and handles 30 file types, including PDFs, spreadsheets, and emails.

Rohan Paul@rohanpaul_aiXNaceAI launches Drex, a document parser that verifies its own OCR outputAINaceAI introduced Drex for Document Processing, a model that compares parsed text with the original page image and sends only mismatches for correction. According to the quoted NaceAI post, Drex scores 0.834 on the Parse Index, ahead of GPT-6 Astra (low) at 0.813, at $7 per 1,000 pages versus $70.57. The post also says median correction time per page fell 28% to 38%.

Dongxi NLP@dongxi_nlpXDongxi NLP suggests Drex decision models for document processingAIDongxi NLP highlights Drex as a decision model use case in document processing, where Nace AI integrates it into its Perception pipeline to identify and correct document parsing errors. The post says Perception with Drex ranks first on the Parse Index parsing leaderboard, ahead of GPT-6 Astra, Claude Opus 4.7, and Mistral OCR. It also reports 38% faster page corrections on RealDocBench.
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