Camelot

At a glance

• Editor score
  5.2 / 10
• Pricing
  Free plan
• Best for
  Developers extracting tables from PDFs
• Free plan
  Yes
• Paid from
  Free
• Scanned-PDF OCR
  Yes
• Facts checked
  23 Oct 2026

• Where it wins

  • Offers multiple parsers for ruled, whitespace-separated, and text-aligned tables
  • Exports tables as pandas DataFrames, or to CSV, JSON, Excel, and more
  • Reports parsing metrics and can stitch contiguous tables across pages

• Where it doesn't

  • Standard parsers require text-based PDFs
  • OCR is optional and requires the relevant extras
  • Focused on table extraction rather than broader document data

Our verdict on Camelot

Camelot is an open-source Python library for developers who need to extract tabular data from PDF files. It returns tables as pandas DataFrames and includes a command-line interface for running extraction tasks. With self-hosted deployment and no-cost availability, it suits solo developers and teams that want table extraction in a Python workflow rather than a hosted subscription service.

Its parsing options cover ruled tables, whitespace-separated layouts, and text-aligned tables, with machine-learning-assisted parsing available for table structure. Standard parsers work with text-based PDFs; optional OCR components can handle text in scanned or image-only PDFs, but require the relevant extras. Camelot also provides parsing metrics, including accuracy and whitespace, and can stitch contiguous tables across multiple pages. These features make it a focused option when table layout and extraction quality need inspection, but it is not a general-purpose document extraction platform.

Extracted tables can be exported to CSV, JSON, Excel, HTML, Markdown, and SQLite, or kept as DataFrames for further processing. The command-line interface supports running extraction tasks outside an interactive Python session. Developers should choose Camelot when they can work with a self-hosted library and primarily need PDF table extraction; teams seeking a hosted subscription product or broader document extraction should consider alternatives.

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

Camelot pricing

Camelot fact sheet

Alternatives to Camelot

• 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 Camelot alternatives →

Featured on iTechGuides

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

<a href="https://www.itechguides.com/products/camelot/"><img src="https://www.itechguides.com/best/badge/camelot.svg" alt="Featured on iTechGuides" width="230" height="46"></a>

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Last updated 29 Oct 2026 · How we research and update