AWS Textract vs Google Document AI
The Winner
AWS Textract
Has a slight advantage based on user ratings and overall value. Both tools are excellent - Google Document AI may still be better for specific use cases.
Quick Comparison
| Criteria | | |
|---|---|---|
| Free Tier | Yes | Yes |
| Starting Price | Free | Free |
| User Rating | 4.5 Best | 4.2 |
| Review Count | 27 | 40 |
| Free Trial | No | No |
| Annual Discount | N/A | N/A |
| Best For | Organizations already using AWS ecosystem | Google Cloud Platform users |
Feature Breakdown
AWS Textract Key Features
- Advanced OCR with text and handwriting extraction in multiple languages
- NEW 2026: Superscript and subscript detection support
- NEW 2026: Rotated text extraction in documents
- NEW 2026: Improved accuracy for box forms and visually similar characters (0 vs O)
- NEW 2026: Enhanced low-resolution document processing (faxes)
- Automated key-value pair extraction from forms
- Table detection and structured data extraction with free Layout feature
- Custom queries feature with customizable pretrained models (10 sample minimum)
- Analyze Lending API for automated mortgage document workflows
- Invoice and receipt processing via Analyze Expense API
- Identity document verification via Analyze ID API
- Signature detection and verification
- Bounding box extraction with confidence scores
- Integration with Amazon Augmented AI for human review workflows
- Tight AWS ecosystem integration (S3, Lambda, Step Functions)
- Pay-as-you-go pricing with volume discounts
- Only charges for successfully processed pages
Google Document AI Key Features
- Gemini Layout Parser (Nov 2026): Enhanced table recognition and reading order on PDFs
- Custom Extractor with Gemini 2.5 Pro/Flash: Improved adaptive few-shot learning
- Signature detection: Identify handwritten signatures using visual cues
- Derived entity detection: Infer entities without explicit text presence
- Support for DOCX, PPTX, XLSX, XLSM file types (GA)
- Capacity reservation for steady high-volume processing (Preview)
- Extended 30-page limit for online/synchronous requests
- Automated schema extraction and cross-region model importing
- Pre-trained processors for invoices, receipts, contracts, IDs, bank statements
- Custom Classifier with Gemini 2.5 Flash: High accuracy with few-shot learning
- IAM deny policies and VPC service controls integration
- BigQuery and LangChain integrations for data analysis and LLM workflows
AWS Textract
- Seamless AWS Integration
- No Custom Training Required
- Aggressive Volume Pricing
- 2026 Accuracy Improvements
- AWS Lock-in
- Limited Custom Training
- Weak Mobile Support
Google Document AI
- Gemini Layout Parser Is a Game-Changer
- Handles Low-Quality Scans
- Few-Shot Custom Training
- Generous Free Tier for Testing
- Pricing Complexity Is Real
- Steep Learning Curve
- Multilingual Support Is Inconsistent
AWS Textract Overview
AWS Textract offers enterprise-grade OCR with specialized APIs for invoices, IDs, and lending documents. Best for AWS shops processing 200K+ pages monthly. Pay-as-you-go pricing with volume discounts keeps costs low at scale. Free tier available (1,000 pages/month for 3 months).
Best For:
- Organizations already using AWS ecosystem
- High-volume document processing (200K-300K+ pages/month)
- Invoice and receipt processing automation
- Identity document verification (KYC workflows)
- Serverless and intelligent document processing on S3
- Quick deployment without custom model training
- Forms processing with key-value pair extraction
Google Document AI Overview
For enterprise-grade OCR with layout preservation, Google Document AI is worth the complexity. AI-powered processors deliver 92% extraction accuracy and handle poor-quality scans that break other tools. Pay-as-you-go pricing starts low but can escalate quickly. A generous free credit provides real testing runway.
Best For:
- Google Cloud Platform users
- Projects requiring layout preservation for downstream LLM processing
- High-quality OCR on business documents with strong table detection
- Custom document types requiring training and labeling
- End-to-end document processing workflows with scalability needs
The Verdict
AWS Textract has a slight edge based on user ratings and overall value. Both tools are excellent - Google Document AI may still be better for Google Cloud Platform users.