
Markitdown Online
Doc2Markdown
Docling
MarkItDownai.org
Markovo
MarkItDown
Markdown.free
Upload a document and turn it into clean, token-efficient Markdown for ChatGPT, Claude, Gemini, Cursor and RAG workflows.

Octoparse
import.io
ScrapingBee
Firecrawl
ParseHub
Outscraper
Zyte
Apify is a web scraping and automation platform that can turn any website into an API.

Which is more popular?
Based on our record, Apify seems to be more popular. It has been mentioned 70 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | tokenpig.co | apify.com |
| Pricing | ||
| Platforms | — | |
| Company | — | Startup from the Czech Republic · 10 - 19 employees |
| Listed in |
In their own words, as submitted to SaaSHub.


TokenPig converts documents into clean, structured Markdown built specifically for LLM and RAG workflows — ChatGPT, Claude, Gemini, and retrieval pipelines. The problem Raw PDF, Word, PowerPoint and Excel exports carry a lot of formatting noise — repeated headers, broken tables, inconsistent...
Apify is a JavaScript & Node.js based data extraction tool for websites that crawls lists of URLs and automates workflows on the web. With Apify you can manage and automatically scale a pool of headless Chrome / Puppeteer instances, maintain queues of URLs to crawl, store crawling results...
What each product offers, as listed by its team.


Possible disadvantages
An editorial look at what each product does well and who it suits.


No analysis of TokenPig yet.
Overall verdict
Why this product is good
Recommended for
Walkthroughs and reviews on video.
No TokenPig videos yet. You could help us improve this page by suggesting one.
Apify product news - 2019/01/30
How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing TokenPig and Apify.
TokenPig's answer
TokenPig started from a recurring frustration: pasting PDF or Word exports into an LLM and watching layout noise — repeated headers, broken tables, stray whitespace — 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.
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.
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 — something general-purpose converters don't surface.
TokenPig's answer
TokenPig runs entirely in the browser — 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.
TokenPig's answer
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 — no client installation required.
Share your experience with using TokenPig and Apify. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


We have no reviews of TokenPig yet. Be the first one to post
Look at the last two rows and at the exceptions in each article. A LinkedIn profile or a Google results page is one object or one page per call, so the gap is only a few times. For one TikTok profile, one YouTube...
It depends on the job. For turning known URLs into clean Markdown, a scraping API such as Spicrawl, Firecrawl or Jina Reader is the simplest. For crawling whole sites, Firecrawl, Crawl4AI, Context.dev and Apify follow...
This is another tinytask alternative. For you to link various web services and APIs, Apify has provided many web integration options. You can add data processing and customised computation processes in addition to...
Recommendations tracked on public social media and blogs since March 2021.


Tracking TokenPig since Aug 2026.
A free Apify account (you get monthly free credit). - Source: dev.to / about 8 hours ago
An Apify account. The Free plan is enough to try a small run. - Source: dev.to / about 17 hours ago
Create a free account at apify.com, then copy your token from Settings → API & Integrations and put it in an environment variable:. - Source: dev.to / 5 days ago
When comparing TokenPig and Apify, you can also consider the following products.

Markitdown Online - Convert DOCX, PDF, PPT to Markdown for Your AI
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Octoparse provides easy web scraping for anyone. Our advanced web crawler, allows users to turn web pages into structured spreadsheets within clicks.
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Convert PDF, Word, PowerPoint, Excel and more to clean Markdown
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Import. io helps its users find the internet data they need, organize and store it, and transform it into a format that provides them with the context they need.
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Docling simplifies document processing, parsing diverse formats — including advanced PDF understanding — and providing seamless integrations with the gen AI ecosystem.
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ScrapingBee is a Web Scraping API that handles proxies and Headless browser for you, so you can focus on extracting the data you want, and nothing else.
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