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TokenPig VS Markdeep

Compare TokenPig VS Markdeep and see what are their differences

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Contents:
  1. ยป Base Details
  2. ยป Reviews
  3. ยป Alternatives

TokenPig logo TokenPig

Upload a document and turn it into clean, token-efficient Markdown for ChatGPT, Claude, Gemini, Cursor and RAG workflows.

Markdeep logo Markdeep

Advanced Markdown renderer for the browser with full diagram support
  • TokenPig
    Image date //
    2026-08-06
  • TokenPig
    Image date //
    2026-08-06
  • TokenPig
    Image date //
    2026-08-06

TokenPig converts documents into clean, structured Markdown built specifically for LLM and RAG workflows โ€” ChatGPT, Claude, Gemini, and retrieval pipelines.

The problem

Raw PDF, Word, PowerPoint and Excel exports carry a lot of formatting noise โ€” repeated headers, broken tables, inconsistent whitespace โ€” that eats into an LLM's context window without adding useful information. Cleaning that up manually is tedious, and general-purpose converters weren't built with token efficiency in mind.

What TokenPig does

  • Converts PDF, DOCX, PPTX, XLSX, HTML, CSV, JSON, XML, TXT and MD into clean Markdown
  • Estimates how many tokens each conversion saves versus the raw document
  • Runs entirely in the browser โ€” no installation, no code, no configuration
  • Offers three output modes (Clean, Compact, Max Savings) depending on how aggressively you want to strip formatting

Plans

  • Free โ€” try it with no signup
  • Personal โ€” for individuals doing regular one-off conversions
  • Pro / Enterprise โ€” batch processing, ZIP export, and a conversion API for teams automating document ingestion into RAG pipelines

Who it's for

Researchers, consultants, and students who regularly paste documents into ChatGPT or Claude and want cleaner, cheaper context โ€” plus developers and teams building retrieval-augmented generation pipelines who need reliable document-to-Markdown conversion, with an API for automation.

Compared to open-source libraries like MarkItDown or Docling, TokenPig is built for people who want a ready-to-use tool with no setup, along with visibility into token savings โ€” while still offering an API for teams that want to integrate it into their own pipeline.

  • Markdeep Landing page
    Landing page //
    2023-07-07

TokenPig features and specs

  • Supported Formats
    PDF, DOCX, PPTX, XLSX, HTML, CSV, JSON, XML, TXT, MD
  • Token savings estimate
    Shows tokens saved vs. raw document for each conversion
  • Batch processing & API
    Pro/Enterprise plans include batch conversion, ZIP export and a conversion API

Markdeep features and specs

  • Self-Contained
    Markdeep works independently by simply loading files in a web browser. It doesn't require any external tools or server-side processing.
  • Enhanced Markdown
    Markdeep extends normal Markdown with support for diagrams, charts, and even mathematical notation, enhancing the document's expressiveness.
  • Easy to Use
    You only need to include a script tag in your document to use Markdeep, making it straightforward for users to set up and maintain.
  • Cross-Platform Compatibility
    Being entirely browser-based, Markdeep is compatible across various platforms, allowing users to view documents on any device with a modern web browser.
  • Free and Open Source
    Markdeep is free to use and open source, providing transparency and encouraging contributions from the community.

Possible disadvantages of Markdeep

  • Limited Customization
    While providing a wide range of features, Markdeep's ability to customize styling and rendering is limited compared to other Markdown processors.
  • Browser Reliance
    Since Markdeep relies on browsers for rendering, any browser-specific bugs or limitations can affect how documents are displayed.
  • Learning Curve for Advanced Features
    For users familiar with basic Markdown, learning Markdeep's additional features like diagrams and charts may involve a steeper learning curve.
  • Lack of Community and Support
    Markdeep does not have as large a community or support infrastructure as some more popular Markdown variants, which can be a drawback if users encounter issues.
  • Dependency on JavaScript
    Markdeep requires JavaScript to be enabled in the browser, which may be an issue in environments with strict security policies.

Category Popularity

0-100% (relative to TokenPig and Markdeep)

TokenPig

Markdeep

Markdown Converter
100 100%
Markdown Converter
0% 0
Note Taking
0 0%
Note Taking
100% 100
Markdown
100 100%
Markdown
0% 0
WiKis
0 0%
WiKis
100% 100

Questions & Answers

As answered by people managing TokenPig and Markdeep.

What's the story behind your product?

TokenPig's answer

TokenPig started from a recurring frustration: pasting PDF or Word exports into an LLM and watching layout noise โ€” repeated headers, broken tables, stray whitespace โ€” burn through the context window before the actual content even got read. TokenPig was built to solve that specific problem: clean, structured Markdown output plus visibility into the tokens saved.

How would you describe the primary audience of your product?

TokenPig's answer

Two main groups: individuals who regularly feed documents into ChatGPT or Claude and want cleaner, cheaper context (researchers, consultants, students), and developers/teams building RAG pipelines who need reliable document-to-Markdown conversion via API.

What makes your product unique?

TokenPig's answer

TokenPig focuses specifically on token efficiency, not just format conversion. Alongside clean Markdown output, it shows an estimated token savings for every conversion, so users can see exactly how much context window they're recovering before pasting a document into ChatGPT, Claude or Gemini โ€” something general-purpose converters don't surface.

Why should a person choose your product over its competitors?

TokenPig's answer

TokenPig runs entirely in the browser โ€” no Python setup, no libraries to install, no code to maintain. That makes it accessible to non-developers (consultants, researchers, students) while still offering batch processing and an API for teams that want to automate document ingestion at scale.

Who are some of the biggest customers of your product?

TokenPig's answer

  • Independent consultants and researchers preparing documents for LLM workflows
  • Development teams building RAG pipelines

Which are the primary technologies used for building your product?

TokenPig's answer

Built as a modern web application using Next.js and TypeScript, with a focus on fast, reliable document processing entirely server-side โ€” no client installation required.

User comments

Share your experience with using TokenPig and Markdeep. For example, how are they different and which one is better?
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Social recommendations and mentions

Based on our record, Markdeep seems to be more popular. It has been mentiond 34 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

TokenPig mentions (0)

We have not tracked any mentions of TokenPig yet. Tracking of TokenPig recommendations started around Aug 2026.

Markdeep mentions (34)

  • Monosketch
    Markdeep[1] also supports drawing diagrams from ASCII arts. It's pretty good. [1] https://casual-effects.com/markdeep/. - Source: Hacker News / 6 months ago
  • Show HN: mdto.page โ€“ Turn Markdown into a shareable webpage instantly
    There's also Markdeep https://casual-effects.com/markdeep/. - Source: Hacker News / 7 months ago
  • How Markdown Took over the World
    I've taken to using Markdeep [1] for this. You write your markdown file, but add the code snippet at the bottom of yor document and save it with a .md.html extension. Then when you double-click it it opens and renders in your browser. I save my notes in a Google Drive, and it's now replaced all the note taking apps I've tried over the years [1] https://casual-effects.com/markdeep/. - Source: Hacker News / 8 months ago
  • Show HN: Turn Markdown into React/Svelte/Vue UI at runtime, zero build step
    BTW: If you want "Turn Markdown into HTML at runtime" there's https://casual-effects.com/markdeep/. - Source: Hacker News / 12 months ago
  • Creating a static website for all my bookmarks
    I host the Markdeep library locally as well. Though overtime I've added some features, e.g. To make anchoring linking easier. [1] https://casual-effects.com/markdeep/. - Source: Hacker News / over 1 year ago
View more

What are some alternatives?

When comparing TokenPig and Markdeep, you can also consider the following products

Markitdown Online - Markitdown Online - Convert DOCX, PDF, PPT to Markdown for Your AI

Monodraw - Monodraw allows you to easily create text-based art (like diagrams, layouts, flow charts) and...

Doc2Markdown - Convert PDF, Word, PowerPoint, Excel and more to clean Markdown

Zim Wiki - Zim is a graphical text editor used to maintain a collection of wiki pages. Each page can contain links to other pages, simple formatting and images.

Markdown.free - Convert Markdown to PDF, Word, EPUB, HTML and TXT in your browser โ€” no signup, no watermark, files never stored

ShowdownJS - A Markdown to HTML converter written in JavaScript

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