Comparison

Marker vs Reducto

On the evidence we track, Reducto leads this comparison with a composite score of 62/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Marker full profile →Reducto full profile →

Machine formatsJSON Markdown GraphQLor send Accept: application/json

Marker50

★Reducto62

Attribute comparison across 2 tools
Attribute	Marker	ReductoLeader
Vioscale score	50 / 100low · 42%	62 / 100medium · 74%
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	commercial	freemium
Price levelpricing.price_level	low	low
Transparentpricing.transparent	✓	✓
Integrations
Countintegrations.count	7	4
Security
Hipaasecurity.hipaa	-	✓
Soc2security.soc2	✓	✓
Vulnerabilitiessecurity.vulnerabilities	Count: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=marker-pdf&per_page=100 · Last 12m: 0	-
Reliability
Sla pctreliability.sla_pct	-	99.9
Adoption
Dependent reposadoption.dependent_repos	0	-
Github starsadoption.github_stars	39,283	-
Activity
Commits last 30dactivity.commits_last_30d	1	-
Release
Cadence daysrelease.cadence_days	6	-
Historyrelease.history	20 items	-
License
Spdxlicense.spdx	Apache-2.0	-
Language
Primarylanguage.primary	Python	-
Market
Availabilitymarket.availability	-	Available worldwide · Popular in US

Score

Vioscale score

Marker50 / 100low · 42%

Reducto62 / 100medium · 74%

Pricing

Free tier

Marker✓

Reducto✓

Model

Markercommercial

Reductofreemium

Price level

Markerlow

Reductolow

Transparent

Marker✓

Reducto✓

Integrations

Count

Marker7

Reducto4

Security

Hipaa

Marker–

Reducto✓

Soc2

Marker✓

Reducto✓

Vulnerabilities

MarkerCount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=marker-pdf&per_page=100 · Last 12m: 0

Reducto–

Reliability

Sla pct

Marker–

Reducto99.9

Adoption

Dependent repos

Marker0

Reducto–

Github stars

Marker39,283

Reducto–

Activity

Commits last 30d

Marker1

Reducto–

Release

Cadence days

Marker6

Reducto–

History

Marker20 items

Reducto–

License

Spdx

MarkerApache-2.0

Reducto–

Language

Primary

MarkerPython

Reducto–

Market

Availability

Marker–

ReductoAvailable worldwide · Popular in US

Capabilities

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

Capability comparison for AI Data Extraction Agents
Capability	Marker	Reducto
Capabilities
Architecture model	Open source library	Managed cloud API
PDF and multimodal image OCR parsing	✓	✓
Web scraping to markdown or json	✓	-
Tabular layout preservation for complex tables	✓	✓
Strict json schema forcing and validation	-	✓
Fine tuned document layout analysis models	✓	✓
Native chunking and vectorization for rag	-	✓
Javascript rendering for spa web scraping	-	-
Human in the loop hitl confidence review queue	-	-
Zero data retention privacy guarantees	✓	✓
SOC2 type ii	-	✓
Mit or apache permissive oss license	✓	✓
Pricing model	Free open source	Pay per page API

Capabilities

Architecture model

MarkerOpen source library

ReductoManaged cloud API

PDF and multimodal image OCR parsing

Marker✓

Reducto✓

Web scraping to markdown or json

Marker✓

Reducto-

Tabular layout preservation for complex tables

Marker✓

Reducto✓

Strict json schema forcing and validation

Marker-

Reducto✓

Fine tuned document layout analysis models

Marker✓

Reducto✓

Native chunking and vectorization for rag

Marker-

Reducto✓

Javascript rendering for spa web scraping

Marker-

Reducto-

Human in the loop hitl confidence review queue

Marker-

Reducto-

Zero data retention privacy guarantees

Marker✓

Reducto✓

SOC2 type ii

Marker-

Reducto✓

Mit or apache permissive oss license

Marker✓

Reducto✓

Pricing model

MarkerFree open source

ReductoPay per page API

What each one is

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

Marker

An open-source tool that extracts text, tables, and layouts from PDF files with high accuracy. It offers multiple processing modes (fast, balanced, OCR) and optional integration with language models for enhanced formatting and content extraction.

Independently observed

Reducto

Leader

A document processing platform that converts PDFs, images, and other file formats into structured JSON using OCR and vision language models. Enables parsing, extraction, splitting, classification, and form filling through unified APIs designed for enterprise-grade accuracy.

Independently observed

Pricing

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

Marker

free_open_sourceFree tier

Free and open-source. Commercial model weights require licensing beyond $5M funding/revenue threshold.

as of 2026-08-25verify ↗

Reducto

Leader

Usage-basedFree tier

Free tier (15K credits), then $0.015/credit. Custom pricing for Growth and Enterprise. 20% discount on batch processing.

StandardFree
- Parse, Extract, Edit, Split APIs
- 30+ file types (PDF, PNG, JPEG, XLTM, QPW, PPTX, PPT, HTML)
- Table, form, image, graph, equation parsing
- Layout analysis and bounding boxes
- Structured schema extraction with citations
- +2 more
GrowthContact sales
- Everything in Standard
- Volume discounts
- Zero data retention agreement
- Business Associate Agreement (BAA)
- Premium rate limits and priority support
- +2 more
EnterpriseContact sales
- Everything in Growth
- VPC and on-premises deployments
- Custom MSA, SLA, rate limits, and throughput
- Custom processing pipelines
- Dedicated on-call support
- +1 more

as of 2026-08-25verify ↗

Platform & deployment

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

Platform and deployment support comparison
Supports	Marker	Reducto
WebPlatforms	✗	✓
CLIPlatforms	✓	✓
Cloud / SaaSDeployment	✗	✓
Self-hostedDeployment	✓	✓
On-premiseDeployment	✗	✓
HybridDeployment	✗	✓
Air-gappedDeployment	✗	✓

Platforms

Web

Marker✗

Reducto✓

CLI

Marker✓

Reducto✓

Deployment

Cloud / SaaS

Marker✗

Reducto✓

Self-hosted

Marker✓

Reducto✓

On-premise

Marker✗

Reducto✓

Hybrid

Marker✗

Reducto✓

Air-gapped

Marker✗

Reducto✓

Integrations

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

In common (1)

Claude

Marker

7 total - 6 not shared

Gemini
OpenAI
Azure
Vertex
OpenRouter
Ollama

Independently observed

Reducto

Leader

4 total - 3 not shared

AWS Marketplace
Cursor
VS Code

Independently observed

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