Comparison

Docling vs PaddleOCR

No leader: the top candidate Docling has only 0.32 confidence (low), below the 0.35 needed to declare a winner. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Docling60
PaddleOCR49
Score
Vioscale score
Docling60 / 100low · 32%updating
PaddleOCR49 / 100low · 16%updating
Pricing
Free tier
Docling
PaddleOCR
Model
PaddleOCRopen_source
Price level
Doclingfree
PaddleOCRfree
Transparent
Docling
PaddleOCR
Integrations
Count
Docling5
PaddleOCR
Adoption
Dependent repos
Docling0
PaddleOCR549
Github stars
Docling65,599
PaddleOCR88,309
Activity
Commits last 30d
Docling100
PaddleOCR2
Release
Cadence days
Docling2
PaddleOCR15
History
Docling20 items
PaddleOCR20 items
License
Spdx
DoclingMIT
PaddleOCRApache-2.0
Language
Primary
DoclingPython
PaddleOCRPython
Market
Availability
PaddleOCR

Capabilities

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

Capabilities
Prebuilt models
Docling
PaddleOCR-
Custom model training
Docling-
PaddleOCR-
Table extraction
Docling
PaddleOCR-
Handwriting recognition
Docling-
PaddleOCR-
Id document parsing
Docling-
PaddleOCR-
Human in the loop review
Docling-
PaddleOCR-
Confidence scoring
Docling-
PaddleOCR-
LLM vlm based extraction
Docling
PaddleOCR-
RPA ERP integration
Docling-
PaddleOCR-
Open source
Docling
PaddleOCR-

What each one is

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

Docling

A Python library that converts documents from multiple formats (PDF, Word, Excel, images, audio, video, etc.) into structured data representations. Offers sophisticated PDF analysis capabilities for layout, tables, and content extraction, plus OCR support and AI framework integration.

Independently observed

PaddleOCR

PaddleOCR is an open-source OCR library that uses advanced machine learning algorithms to recognize and extract text from images and PDF documents. It offers a free cloud API service with support for large-scale batch document processing.

Independently observed

Pricing

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

Docling

Open sourceFree tier

Open source project, free to use

as of verify ↗

PaddleOCR

Open sourceFree tier

Free open-source with cloud API access (20,000 pages/day)

as of verify ↗

Platform & deployment

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

Platforms
Web
Docling
PaddleOCR
macOS
Docling
PaddleOCR
Windows
Docling
PaddleOCR
Linux
Docling
PaddleOCR
CLI
Docling
PaddleOCR
Deployment
Cloud / SaaS
Docling
PaddleOCR
Self-hosted
Docling
PaddleOCR
On-premise
Docling
PaddleOCR
Air-gapped
Docling
PaddleOCR

Integrations

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

Docling

6 total
  • LangChain
  • LlamaIndex
  • Crew AI
  • Haystack
  • OpenContracts
  • Apify
Independently observed

PaddleOCR

Not documented yet.

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