Scrape, crawl, map, and search the web with more concurrency and a lower price per page.
| Feature | Context.dev | Firecrawl |
|---|---|---|
| Scrape to Markdown or HTML | Yes | Yes |
| Search with page Markdown | 2 credits | 12 credits |
| Zero data retention | Included | +1 credit/page |
| Brand data on the same key | Yes | No |
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.
Scrape pages to Markdown, HTML, screenshots, images, or JSON against your schema, with more credits and concurrency on every paid plan.
Ten results with Markdown cost 2 credits.
Highlights add 1 credit instead of 4, and zero data retention adds nothing.
| Feature | Context.dev | Firecrawl |
|---|---|---|
| Scraping and crawling | ||
| Scrape to Markdown or HTML | Yes | Yes |
| Async batch scraping | Up to 100,000 URLs | Yes |
| Deployment | ||
| Self-hosted open source | No | AGPL-3.0 |
Public list prices on both sites, broken down to the cost of scraping 1,000 pages at each tier.
| Tier | Context.dev | Firecrawl |
|---|---|---|
| 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 |
Both are capable web data APIs. These are the cases where the choice is clear.
“Pricing was what triggered it, and responsive support sealed the deal.”