Software Alternatives, Accelerators & Startups

JustMarkdown VS TokenPig

Compare JustMarkdown VS TokenPig and see what are their differences

JustMarkdown logo JustMarkdown

Convert PDFs, Word docs, web pages, images, and AI chats into clean Markdown, then refine and export everything in one focused workspace.

TokenPig logo TokenPig

Upload a document and turn it into clean, token-efficient Markdown for ChatGPT, Claude, Gemini, Cursor and RAG workflows.
  • JustMarkdown Landing page
    Landing page //
    2026-05-25
  • 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.

JustMarkdown features and specs

  • Simple and focused
    JustMarkdown provides a straightforward, distraction-free Markdown editing experience without unnecessary bells and whistles, staying true to its name by focusing solely on Markdown.
  • Clean interface
    The tool offers a clean, minimalist user interface that makes it easy to write and preview Markdown content without visual clutter.
  • No account required
    Users can start writing Markdown immediately without needing to create an account or go through a signup process, reducing friction for quick tasks.
  • Web-based accessibility
    Being a web-based tool, JustMarkdown is accessible from any device with a browser, requiring no software installation or downloads.
  • Fast and lightweight
    The application is lightweight and loads quickly, making it suitable for quick Markdown editing tasks without waiting for heavy applications to load.

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

Analysis of JustMarkdown

Overall verdict

  • JustMarkdown is a solid, focused tool for anyone who wants a clean, distraction-free way to write, preview, and export Markdown documents without unnecessary complexity.

Why this product is good

  • Simple, intuitive interface that lets you focus on writing rather than formatting
  • Real-time preview so you can see exactly how your Markdown renders
  • Lightweight and fast, with no bloated features to slow you down
  • Easy export options for sharing or publishing your content
  • Works well across devices and requires little to no learning curve

Recommended for

  • Writers and bloggers who prefer Markdown for content creation
  • Developers documenting projects, READMEs, or technical notes
  • Students and note-takers who want a clean writing environment
  • Anyone new to Markdown looking for an easy way to learn and preview it

Category Popularity

0-100% (relative to JustMarkdown and TokenPig)
Markdown Converter
100 100%
0% 0
Document Management
0 0%
100% 100
Markdown Viewer
100 100%
0% 0
PDF Converter
0 0%
100% 100

Questions & Answers

As answered by people managing JustMarkdown and TokenPig.

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

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What are some alternatives?

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

PDFtoMD.app - Convert PDFs to clean Markdown locally in your browser. No uploads, no sign-up, and fully compatible with Obsidian, Notion, and Markdown editors.

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

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

MarkItDown - The MarkItDown library is a utility tool for converting various files to Markdown (e.g., for indexing, text analysis, etc.).

PDFtoMarkdown.ai - Convert PDF files to clean, formatted Markdown with our intelligent processing engine. Extract text and images, preserve formatting, and get high-quality Markdown output. Try for free.

PDF2Markdown.app - Convert digital and scanned PDFs into clean Markdown for notes, documentation, AI tools, and RAG workflows.