Comparison

AWS Textract vs Unstructured

On the evidence we track, Unstructured leads this comparison with a composite score of 84/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

AWS Textract full profile →Unstructured full profile →

Machine formatsJSON Markdown GraphQLor send Accept: application/json

AWS Textract41

★Unstructured84

Attribute comparison across 2 tools
Attribute	AWS Textract	UnstructuredLeader
Vioscale score	41 / 100medium · 61%	84 / 100medium · 55%
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	freemium	freemium
Price levelpricing.price_level	low	low
Starting pricepricing.starting_price	-	$0.03
Transparentpricing.transparent	✗	✓
Integrations
Countintegrations.count	6	40
Security
Fedrampsecurity.fedramp	✓	-
Gdprsecurity.gdpr	✓	✓
Hipaasecurity.hipaa	✓	✓
Iso27001security.iso27001	-	✓
Pcisecurity.pci	✓	-
Soc2security.soc2	-	✓
Reliability
Status pagereliability.status_page	✓	-
Market
Availabilitymarket.availability	Available worldwide · Popular in US · HQ US	Available worldwide · Popular in US, GB, EU · HQ US

Score

Vioscale score

AWS Textract41 / 100medium · 61%

Unstructured84 / 100medium · 55%

Pricing

Free tier

AWS Textract✓

Unstructured✓

Model

AWS Textractfreemium

Unstructuredfreemium

Price level

AWS Textractlow

Unstructuredlow

Starting price

AWS Textract–

Unstructured$0.03

Transparent

AWS Textract✗

Unstructured✓

Integrations

Count

AWS Textract6

Unstructured40

Security

Fedramp

AWS Textract✓

Unstructured–

Gdpr

AWS Textract✓

Unstructured✓

Hipaa

AWS Textract✓

Unstructured✓

Iso27001

AWS Textract–

Unstructured✓

Pci

AWS Textract✓

Unstructured–

Soc2

AWS Textract–

Unstructured✓

Reliability

Status page

AWS Textract✓

Unstructured–

Market

Availability

AWS TextractAvailable worldwide · Popular in US · HQ US

UnstructuredAvailable worldwide · Popular in US, GB, EU · HQ US

Capabilities

Feature-by-feature on the axes that matter for document ai. “-” means undocumented, not absent.

Capability comparison for Document AI
Capability	AWS Textract	Unstructured
Capabilities
Prebuilt models	-	✓
Custom model training	-	✓
Table extraction	-	✓
Handwriting recognition	-	✗
Id document parsing	-	✗
Human in the loop review	-	✗
Confidence scoring	-	✗
LLM vlm based extraction	-	✓
RPA ERP integration	-	✗
Open source	-	✓

Capabilities

Prebuilt models

AWS Textract-

Unstructured✓

Custom model training

AWS Textract-

Unstructured✓

Table extraction

AWS Textract-

Unstructured✓

Handwriting recognition

AWS Textract-

Unstructured✗

Id document parsing

AWS Textract-

Unstructured✗

Human in the loop review

AWS Textract-

Unstructured✗

Confidence scoring

AWS Textract-

Unstructured✗

LLM vlm based extraction

AWS Textract-

Unstructured✓

RPA ERP integration

AWS Textract-

Unstructured✗

Open source

AWS Textract-

Unstructured✓

What each one is

The product in its own terms, so the numbers below have context.

AWS Textract

An AWS service that uses machine learning to automatically extract text, handwriting, layout elements, and data from scanned documents and images. It goes beyond basic OCR to identify and understand specific data within documents without manual configuration or setup.

Independently observed

Unstructured

Leader

Unstructured provides enterprise-grade data preprocessing and ETL capabilities that convert messy, unstructured documents (PDFs, images, tables, etc.) into machine-readable formats optimized for language models and AI workflows. It handles data ingestion, transformation, enrichment, and embedding across multiple sources and destinations with built-in security and compliance.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

AWS Textract

Usage-basedFree tier

Pay-per-use model with free tier available. Specific pricing requires contacting sales.

as of 2026-08-18verify ↗

Unstructured

Leader

from $0.03/pageHybridFree tier

Free tier with 15,000 pages/month. Pay-as-you-go at $0.03/page with $3,000 monthly cap. Custom enterprise pricing available.

FreeFree
- All features included
Pay-As-You-Go$0.03/page after 15,000 free pages; bill capped at $3,000/month
- All features included
BusinessContact sales
- Multi-user accounts
- Dedicated Instance or VPC
- Full data isolation
- 24/7 technical support

as of 2026-08-21verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platform and deployment support comparison
Supports	AWS Textract	Unstructured
WebPlatforms	✓	✓
CLIPlatforms	✓	✓
Cloud / SaaSDeployment	✓	✓
Self-hostedDeployment	✗	✓
On-premiseDeployment	✗	✓

Platforms

Web

AWS Textract✓

Unstructured✓

CLI

AWS Textract✓

Unstructured✓

Deployment

Cloud / SaaS

AWS Textract✓

Unstructured✓

Self-hosted

AWS Textract✗

Unstructured✓

On-premise

AWS Textract✗

Unstructured✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

In common (2)

Amazon S3
Amazon Bedrock

AWS Textract

6 total - 4 not shared

AWS CloudWatch
AWS Lambda
AWS API Gateway
AWS IAM

Independently observed

Unstructured

Leader

44 total - 42 not shared

Airtable
Google Cloud Storage
Google Drive
Jira
PostgreSQL
S3
Salesforce
SFTP
Slack
Snowflake
SQLite
Zendesk
Astra DB
DuckDB
Elasticsearch
IBM Milvus
IBM watsonx.data
Weaviate
OpenAI
Anthropic
Azure OpenAI
Google Gemini
AWS Bedrock
IBM watsonx
+18 more

Independently observed

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.