Comparison

AWS Textract vs Unstructured

On the evidence we track, Unstructured leads this comparison with a composite score of 75/100. 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 →

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AWS Textract54

★Unstructured75

Attribute comparison across 2 tools
Attribute	AWS Textract	UnstructuredLeader
vioscaleAI score	54 / 100high · 75%	75 / 100medium · 53%
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	freemium	freemium
Price levelpricing.price_level	low	low
Starting pricepricing.starting_price	$0.00	$0.01
Transparentpricing.transparent	✓	✓
Integrations
Countintegrations.count	4	40
Security
Certificationssecurity.certifications	-	SOC 2 Type II, ISO 27001
Fedrampsecurity.fedramp	✓	-
Gdprsecurity.gdpr	✓	✓
Hipaasecurity.hipaa	✓	✓
Iso27001security.iso27001	-	✓
Pcisecurity.pci	✓	-
Soc2security.soc2	-	✓
Trust centersecurity.trust_center	https://aws.amazon.com/compliance/	-
Reliability
Status pagereliability.status_page	✓	-
Market
Availabilitymarket.availability	Available worldwide · Popular in US	Available worldwide · Popular in US
Content
Faqcontent.faq	7 items	7 items

Score

vioscaleAI score

AWS Textract54 / 100high · 75%

Unstructured75 / 100medium · 53%

Pricing

Free tier

AWS Textract✓

Unstructured✓

Model

AWS Textractfreemium

Unstructuredfreemium

Price level

AWS Textractlow

Unstructuredlow

Starting price

AWS Textract$0.00

Unstructured$0.01

Transparent

AWS Textract✓

Unstructured✓

Integrations

Count

AWS Textract4

Unstructured40

Security

Certifications

AWS Textract–

UnstructuredSOC 2 Type II, ISO 27001

Fedramp

AWS Textract✓

Unstructured–

Gdpr

AWS Textract✓

Unstructured✓

Hipaa

AWS Textract✓

Unstructured✓

Iso27001

AWS Textract–

Unstructured✓

Pci

AWS Textract✓

Unstructured–

Soc2

AWS Textract–

Unstructured✓

Trust center

AWS Textracthttps://aws.amazon.com/compliance/

Unstructured–

Reliability

Status page

AWS Textract✓

Unstructured–

Market

Availability

AWS TextractAvailable worldwide · Popular in US

UnstructuredAvailable worldwide · Popular in US

Content

Faq

AWS Textract7 items

Unstructured7 items

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 cloud service that uses machine learning to extract text, handwriting, layout elements, and structured data from scanned documents and images, eliminating manual data entry processes.

Independently observed

Unstructured

Leader

A platform that processes PDFs, scans, images, and other document formats using AI to extract and organize their content into structured formats for language models. Offers open-source libraries and a metered-usage cloud API.

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

from $0.00/pageUsage-basedFree tier

Usage-based: from $0.0015 to $0.07 per page depending on feature and volume. Free tier available.

Textract$0.00 per page

as of 2026-09-28verify ↗

Unstructured

Leader

from $0.01/pageHybridFree tier

$0.015/page. 10,000 free pages.

Usage-based$0.015/page after 10,000 free pages
- OCR
- Parsing
- Partitioning
- VLM enrichment
- Chunking
- +1 more

as of 2026-10-02verify ↗

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	✓	✓

Platforms

Web

AWS Textract✓

Unstructured✓

CLI

AWS Textract✓

Unstructured✗

Deployment

Cloud / SaaS

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

10 total - 8 not shared

AWS CloudWatch
AWS Lambda
AWS API Gateway
AWS IAM
Knowledge Bases
Bedrock Data Automation
AWS Marketplace
Asana

Independently observed

Unstructured

Leader

45 total - 43 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
+19 more

Independently observed

Still deciding?

AWS Textract or Unstructured: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

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