Good for / not for
- Anyone feeding web content to an AI: RAG, agents, research pipelines.
- Starting without a card, on an allowance that renews — 1,000 credits a month, about 500 searches or 1,000 pages.
- Anyone weighing project health: 177,312 GitHub stars, last pushed on 6 September 2026, with a $14.5M Series A led by Nexus Venture Partners in August 2025.
- Teams that want the option to self-host and can live without the cloud product's anti-bot layer.
- Teams expecting the self-hosted build to match the cloud product's anti-bot capability. It does not.
- Scraping sites that fight back on a tight budget: Stealth Mode and AI-schema /extract calls cost up to 5 credits against 1 for a basic scrape.
- Tasks where something has to be clicked, typed or logged into rather than read.
What it actually does
Firecrawl is an API you point at a URL, and it hands back the page as clean text a model can read, with the ads, menus and markup taken out. That makes it the input stage for retrieval pipelines, agents and research tools: fetch the page, get usable text, embed it. Everything is metered in credits. The free tier is a recurring 1,000 credits a month, roughly 500 searches or 1,000 pages, with two concurrent requests and no card. Paid plans buy a bigger pool and more concurrency: Hobby is 5,000 credits and 5 concurrent requests at $16 a month billed yearly, Standard is 100,000 and 25, and Scale is 1,000,000 and 100. The credit arithmetic is where the bill surprises people. A basic scrape costs 1 credit, but Stealth Mode and AI-schema /extract calls cost up to 5, so a plan sized on easy pages drains five times faster once the hard ones start. The core is AGPL-3.0 with MIT SDKs and you can self-host it, but the self-hosted build does not include the managed anti-bot "fire engine" and stealth proxying the cloud has — which is the part that matters on sites that resist scrapers.
Sign up with no card and scrape ordinary pages on the free plan.
1,000 credits a month — roughly 500 searches or 1,000 pages — with two requests running at a time. It renews every month, unlike the one-time credits E2B and Browser Use give you once.
From the vendor's docsPricing and free-plan limits
Free tier: 1,000 credits a month — roughly 500 searches or 1,000 pages — with 2 concurrent requests and no card. It renews monthly.
| Plan | Price | What you get |
|---|---|---|
| Free | Free |
Limits: 2 concurrent requests A recurring monthly allowance, not a one-time signup credit. |
| Hobby | $16/month |
The rate billed yearly. We have not recorded a monthly-billing price. |
| Standard | $83/month |
The rate billed yearly. |
| Growth | $333/month |
The rate billed yearly. |
| Scale | $599/month |
The rate billed yearly. |
| Enterprise | Custom pricing |
No figure is published. |
Prices checked on Sep 6, 2026 against the vendor's pricing page. Plans change often — confirm before you pay.
Three honest limitations
- The self-hosted build is not the cloud product. A GitHub issue on the project records that it lacks the managed anti-bot "fire engine" and the stealth proxying the hosted version has, which is exactly what difficult sites need.
- Credits are not all equal. A basic scrape costs 1, while Stealth Mode and AI-schema /extract calls cost up to 5, so costs escalate on hard sites.
- The core is AGPL-3.0. Running a modified copy as a network service requires publishing your modifications. The SDKs are MIT.
Alternatives
- Browser Use — Choose Browser Use instead if the job is to drive a browser — click, type, log in — rather than to read what a page says.
- E2B — Choose E2B instead if what you need is a sandbox to run the code your model wrote, not a way to fetch pages.
- Langfuse — Choose Langfuse instead if the pages already arrive fine and the open question is what your app did with them.
Getting started in 5 minutes
- Start on the free tier: 1,000 credits a month, two concurrent requests, no card. That is enough to find out whether the pages you care about come back clean.
- Scrape one page before you crawl a site. Credits are the unit of everything here, and a crawl spends them page by page.
- Watch which calls you make. A basic scrape is 1 credit; Stealth Mode and AI-schema /extract calls cost up to 5.
- Decide hosted or self-hosted early. Self-hosting is supported and the core is AGPL-3.0, but the managed anti-bot engine and stealth proxying stay in the cloud product.
- Move up a plan when concurrency rather than credits is the wall: Hobby is 5 concurrent requests, Standard 25, Scale 100.
Firecrawl questions
- Is Firecrawl free?
- There is a genuine free tier, and it renews: 1,000 credits a month — roughly 500 searches or 1,000 pages — with two concurrent requests and no card. Paid plans start at $16 a month billed yearly for 5,000 credits and 5 concurrent requests, and run to $599 for a million credits and 100 concurrent requests. Enterprise is quoted.
- What is a credit?
- The unit everything here is metered in. A basic scrape costs 1. A 2026 review records that Stealth Mode and AI-schema /extract calls cost up to 5, which is why a plan sized on simple pages runs short once you start on sites that resist scraping.
- Can I self-host Firecrawl?
- Yes. The core is AGPL-3.0, the SDKs are MIT, and self-hosting is supported. What you do not get is parity: a GitHub issue on the project records that the self-hosted build lacks the managed anti-bot "fire engine" and stealth proxying the cloud product has. AGPL also means that running a modified copy as a network service requires publishing your modifications.
- Firecrawl or Browser Use?
- Read a page versus drive a browser. Firecrawl fetches a URL and returns clean text, with no browser session involved. Browser Use puts an agent in a real browser to click, type and log in. If all you need is what the page says, Firecrawl is the simpler and more predictable half; Browser Use earns its keep when the task needs a form filled or a login completed.
- Is the project active?
- 177,312 GitHub stars and a push on 6 September 2026. A $14.5M Series A led by Nexus Venture Partners closed in August 2025, and the company claims 350,000+ developers and 15x year-on-year growth — its own figures. Recent ships: a Developer Index over 70M code artifacts on 20 August 2026, and a Life Sciences Index over 41M papers on 13 August 2026.
Sources
- Firecrawl pricing (free 1,000 credits/month, ~500 searches or 1,000 pages, 2 concurrent, no card; Hobby $16/mo yearly; Scale $599/mo yearly; Enterprise custom)
- GitHub repository (AGPL-3.0 core with MIT SDKs, 177,312 stars, last push 2026-09-06)
- GitHub issue 1964 (the self-hosted build lacks the managed anti-bot "fire engine" and stealth proxying the cloud has)
- Firecrawl review (Stealth Mode and AI-schema /extract calls cost up to 5 credits against 1 for a basic scrape)
- Source code: AGPL-3.0 core, MIT SDKs
Research-compiled, not hands-on tested. Compiled from official docs, the vendor's pricing page and community reviews as of Sep 6, 2026. We haven't tested it hands-on yet.