GROBID

At a glance

• Editor score
  5.8 / 10
• Pricing
  Free plan
• Best for
  Researchers extracting structured scholarly articles
• Free plan
  Yes
• Paid from
  Free
• Founded
  2008
• Facts checked
  23 Oct 2026

• Where it wins

  • Structures metadata, references, citation contexts, and article full text
  • Returns TEI XML through REST services and supports batch processing
  • Can attach PDF coordinates and consolidate data with Crossref or biblio-glutton

• Where it doesn't

  • Focused on technical and scientific publications, not general PDF extraction
  • Requires users to deploy and operate the software themselves
  • Does not substantiate scanned-image OCR or form-field extraction

Our verdict on GROBID

GROBID is an open-source machine-learning library for extracting and structuring information from scholarly PDFs. Researchers and teams working with technical or scientific publications can use it to parse bibliographic metadata, references, citation contexts, and article text into TEI XML. It is designed for user-managed deployment rather than a hosted subscription, making it a fit for groups able to incorporate and run document-processing software in their own environment.

Its depth in scholarly structure is the defining advantage. GROBID can extract titles, abstracts, authors, affiliations, keywords, funding information, and references, while recognizing citation contexts and linking them to references. It also structures full text into paragraphs and sections, with figures, tables, and footnotes; coordinates can be attached to extracted structures. REST web services and batch PDF processing support integration into document workflows, and Java and client libraries are available. Bibliographic consolidation can use Crossref or biblio-glutton, including the Crossref REST API.

The tradeoff is scope and operational responsibility. GROBID targets technical and scientific publications, so teams seeking broad extraction from arbitrary PDFs should consider a general-purpose alternative. It does not substantiate scanned-image OCR or form-field extraction, limiting its fit for image-only documents or forms. The project has documentation and community support, and is supported by INRIA and MESRE. Choose GROBID when structured scholarly content and self-hosting matter; look elsewhere when you need a hosted service or extraction beyond scholarly documents.

Your product? Our editors can test GROBID in depth and publish a review, labelled as paid · from $149/mo →

GROBID pricing

GROBID fact sheet

GROBID integrations

GROBID lists 2 integrations on its own site.

• Crossref REST API
• biblio-glutton

Alternatives to GROBID

• ABBYY VantageAn enterprise document-processing platform with AI extraction, review, routing, and workflow integrations.9.4
• UiPath Document UnderstandingA workflow-oriented option for teams that need document extraction with human review and routing.9.3
• Adobe PDF Services APIA broad cloud API for extracting PDF content and automating document workflows.9.2

See all GROBID alternatives →

Featured on iTechGuides

GROBID is listed in our PDF Data Extraction Software directory. Add the badge to your site — it links back to this page.

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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

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Last updated 29 Oct 2026 · How we research and update