Apify vs Firecrawl
A side-by-side comparison of Apify and Firecrawl, two Data Ops tools, drawn from Ignaite's continuously-verified listings.
Compared from listings verified as of
At a glance
The honest brief
Apify
A marketplace of thousands of ready-made serverless scraping 'Actors' you can run or fork, versus building every crawler from scratch.
- Serverless 'Actors' scale automatically
- Outputs clean Markdown/JSON for LLMs
- Maintains open-source Crawlee
- LangChain/LlamaIndex integrations
- Usage-based costs add up at scale
- Learning curve for custom Actors
- Platform itself is closed/hosted
- Scraping reliability varies by site
Firecrawl
Returns clean LLM-ready markdown (not raw HTML), handles JS + anti-bot, and its AGPL core can be self-hosted.
- Clean markdown / structured JSON output
- Manages proxies and JS rendering for you
- AGPL core, self-hostable
- Scrape, crawl, map, search in one API
- AGPL license constrains redistribution
- Hosted usage priced by credits
- Heavy sites can still need tuning