Amazon Textract Review 2026
Amazon Textract — Amazon Textract delivers strong extraction accuracy and scales infinitely on AWS infrastructure. But it's a raw API — no UI, no workflow tools, and costs can spiral without careful monitoring. Best for engineering teams already on AWS who want to build custom pipelines.
Score Breakdown
Overview
Amazon Textract is a document processing tool that specializes in extracting structured data from documents. AWS's OCR service. Excellent raw extraction accuracy and deep AWS integration, but API-only with no UI and unpredictable billing at scale.
In our hands-on testing, we evaluated Amazon Textract across our standardized test set of 50 invoices, 20 receipts, 10 bills of lading, and 10 bank statements — covering both clean digital PDFs and challenging scanned documents.
Pros & Cons
Pros
- ✓High accuracy on structured and semi-structured documents
- ✓Scales infinitely with AWS infrastructure
- ✓Deep integration with S3, Lambda, and other AWS services
Cons
- ✗API-only — no UI, requires engineering to build workflows
- ✗Billing is unpredictable and hard to monitor
- ✗No built-in approval workflows or human review
Pricing
Amazon Textract starts at $0.0015/page. See our OCR Pricing Guide for a detailed comparison across all tools at different volume tiers.