The top Firecrawl alternative

Scrape, crawl, map, and search the web with more concurrency and a lower price per page.

FeatureContext.devFirecrawl
Scrape to Markdown or HTMLYesYes
Search with page Markdown2 credits12 credits
Zero data retentionIncluded+1 credit/page
Brand data on the same keyYesNo

Why switch

Both scrape, crawl, map, and search the web. Context.dev gives you more concurrent requests and a lower price per page on every paid plan.

  • Key difference

    The same scraping toolkit, with more headroom per dollar

    Scrape pages to Markdown, HTML, screenshots, images, or JSON against your schema, with more credits and concurrency on every paid plan.

  • Search

    Search that reads the results for 2 credits, not 12

    Ten results with Markdown cost 2 credits.

  • Billing

    Fewer paid add-ons

    Highlights add 1 credit instead of 4, and zero data retention adds nothing.

Full comparison

FeatureContext.devFirecrawl
Scraping and crawling
Scrape to Markdown or HTMLYesYes
Async batch scrapingUp to 100,000 URLsYes
Deployment
Self-hosted open sourceNoAGPL-3.0

Cost per 1,000 pages

Public list prices on both sites, broken down to the cost of scraping 1,000 pages at each tier.

TierContext.devFirecrawl
Entry

Developer $19/mo

20,000 credits

10 concurrent

$0.95 per 1K pages

Hobby $19/mo

3,000 credits

5 concurrent

$6.33 per 1K pages

Mid

Pro $99/mo

150,000 credits

50 concurrent

$0.66 per 1K pages

Standard $99/mo

100,000 credits

50 concurrent

$0.99 per 1K pages

  1. Cost per 1,000 pages assumes 1 credit per page, the base scrape price on both APIs.
  2. Prices are from each provider's public pricing page.

Which one fits

Both are capable web data APIs. These are the cases where the choice is clear.

Choose Context.dev if

  • You scrape at volume and want a lower price per page.
  • You also need brand or company data.

Choose Firecrawl if

  • You need to self-host.
  • You need long, live browser sessions.

Teams that switched

“Pricing was what triggered it, and responsive support sealed the deal.”
A founderRead the story