Firecrawl Alternatives: Hosted APIs, Self-Hosting and Proxies

Jina Reader, ScrapingBee, Zyte API and self-hosted Firecrawl compared on credits, failed-page billing and formats, and where proxies fit a crawler you run.

Firecrawl is a crawl-and-scrape API built for language-model work: give it a URL or a site and it returns clean Markdown, HTML, screenshots or structured JSON, metered in credits. People looking for a Firecrawl alternative usually want one of three things: a cheaper hosted service, an open-source route they can run themselves, or a setup that holds up at large scale. Each leads somewhere different. This guide covers the hosted alternatives (Jina Reader, ScrapingBee and Zyte API), running Firecrawl's own open-source stack, and writing a crawler of your own with proxies, which is where Node4 fits.

Vendor figures were checked October 19, 2026, on each vendor's own pricing page or documentation. No service was benchmarked for this page.

How Firecrawl bills

Firecrawl's plans start with 1,000 credits a month with no card and 2 concurrent requests. The first paid tier is $19 a month billed monthly, or $16 a month billed annually, for 5,000 credits, and the next is $83 a month billed annually for 100,000 credits and 25 concurrent requests. The unit is simple: 1 credit per page on a basic scrape, crawl or map, plus 4 credits a page for the JSON, Question and Highlight formats. Three policies decide what a crawl really costs:

• Refused pages are billed. Firecrawl charges no charge for a scrape that returns no result, while a page that answers 403 or 404 is returned and costs 1 credit. A crawl that runs into a site refusing a share of its requests spends credits on those refusals.
• Credits expire. Firecrawl lists unused credits carry over for one month on the Scale plan only, so a plan sized for a peak month wastes credits in a quiet one.
• Caching is on by default. Firecrawl returns results served from cache by default when a copy is under 2 days old, unless you set maxAge. That saves money on repeat reads, and it means a change-monitoring job must ask for fresh copies on purpose.

On the output side, the scrape endpoint offers Markdown, HTML, raw HTML, screenshots, links and JSON among its output formats, with screenshot URLs that expire after 24 hours, so a pipeline that keeps captures has to copy them out promptly.

Firecrawl and the alternatives compared

The first four rows are hosted services or Firecrawl's own self-hosted stack. The last row is a crawler you write, using a proxy service for the network side.

Jina Reader and ScrapingBee are the closest swaps for a Markdown-first workload. Zyte API suits a team that prefers to pay per successful response at a rate set by each site. The Jina Reader alternatives guide compares the Markdown outputs in more detail, and the ScrapingBee alternatives guide works through rendered-page credit costs.

Is there a cheaper Firecrawl alternative?

It depends on what your pages need, so price your own workload rather than the headline. Three quick checks cover most cases:

1. Count the extras. On Firecrawl a basic page costs 1 credit, and asking for JSON output adds 4, so a Standard plan that covers 100,000 basic pages covers 20,000 JSON pages. If you only need Markdown, keep JSON off.
2. Measure output length for token billing. Jina Reader charges by output tokens, so its cost per page is your average Markdown length. Convert a sample of your pages and count the tokens before comparing.
3. Price your refusals. Find the share of your target URLs that answer 403 or 404. On Firecrawl each one costs a credit. Zyte API bills only responses it counts as successful, and ScrapingBee's default setting does not bill a 403 that it reports as its own 500, so check how each one treats your mix of refusals and dead links.

At very large volume, the comparison changes shape. Once you are paying for millions of pages a month, the per-page price matters more than any plan feature, and a crawler that pays for connections instead of pages becomes worth pricing. Whether it comes out cheaper depends on your accepted pages per connection, how many pages need a browser, your refusal rate and the engineering time to run it, so measure those on a sample before deciding; no crossover point was measured for this page.

Self-hosting Firecrawl, and where proxies fit

Firecrawl's open-source route is real: there is a self-hosted Docker Compose stack whose default includes fetch and Playwright processing. It is not the whole cloud product, though. Its documentation notes no screenshots or page actions in the default self-hosted stack, and lists Agent, Browser, enhanced proxy paths and enterprise controls delivered through Firecrawl Cloud. Running it means owning the upgrades, storage, monitoring and security of a multi-service stack.

The part teams notice first is the network. A self-hosted crawler sends every request from your server's own address, and at volume a single address gets rate-limited by the sites it reads. Routing those outbound fetches through a rotating proxy spreads them across many exits. Check the proxy setting in the self-hosting notes for the release you deploy, because configuration varies between versions.

The same applies to a crawler you write from scratch. This Playwright sketch renders a page through Node4's rotating gateway, with a session id so the page and the assets it loads share one exit:

import os
from playwright.sync_api import sync_playwright

USER = os.environ["NODE4_USER"]
PASS = os.environ["NODE4_PASS"]

with sync_playwright() as p:
    browser = p.chromium.launch(proxy={
        "server": "http://gw-rotating_datacenter.node4.io:8083",
        "username": f"{USER}-session-crawl17",
        "password": PASS,
    })
    page = browser.new_page()
    resp = page.goto("https://docs.example.org/guide", wait_until="networkidle")
    html = page.content()
    print(resp.status, len(html))
    browser.close()

networkidle keeps the sketch short, but it is not a reliable sign that a page is ready: some pages never go idle and others go idle before the content arrives. In a real crawler, wait for an element you know each target renders, and check the result before accepting it. Feed html to the Markdown converter of your choice. For a crawl running many browsers at once, Rotating Unmetered has no byte meter and is priced by concurrent connections, from $29.00/month for 250 connections ($0.116 per connection); Rotating Datacenter draws the same exits and is billed per gigabyte, from $5.90/month for 10 GB ($0.59/GB), which suits a smaller or uneven crawl. Exits come from address blocks Node4 owns in the US, Italy and Spain, the gateway picks one per connection, and a session id holds one for up to 30 minutes. Sites that refuse datacenter traffic need residential exits, billed per GB. Node4 supplies the network only; rendering, parsing and retries stay in your code. The high-concurrency proxies guide covers sizing connections for a large crawler fleet.

What a RAG pipeline should check in any of them

Whichever route you choose, the output feeds an index, so judge it on what the index needs rather than on how the page looks:

• Structure that chunks well. Headings at the right level, tables kept as tables and code blocks kept fenced, so a chunker can split on sections.
• Stable source URLs after redirects, stored with every chunk, so answers can cite them.
• Freshness you control. Know when you are getting a cached copy and how to ask for a fresh one.
• Failures you can see. Empty pages, login walls and challenge pages should fail loudly instead of reaching the index as short, confident text.
• Permission. Stay on public pages, follow each site's robots.txt and terms, and keep request rates polite; ethical web scraping covers the practical rules. To build the Markdown step yourself, the Python guide to web pages as Markdown for an LLM covers fetching, cleanup and chunking.

The decision

Stay with Firecrawl Cloud if you use its crawl, Agent or Browser features and its credit model fits your volume. Try Jina Reader for single-URL Markdown billed by length, ScrapingBee if you want Markdown, screenshots and rendering controls with failed scrapes mostly unbilled, and Zyte API if per-response pricing by site suits you. Self-host Firecrawl when source control matters more than operating effort. Write your own crawler with Node4 proxies when the volume is large and steady and you would rather pay for connections than pages.

A managed option from Node4, in development

Node4 is building a Scrape API that will return rendered HTML, Markdown or a screenshot for a public URL. It is not available yet, and it has no published price or launch date. Join the waitlist to hear when it opens. Today, Node4 sells the proxy side covered above.