Firecrawl vs. ScrapeBadger

ScrapeBadger Gives You Scrapers.
Firecrawl Gives AI Agents the Web.

Search, scrape, and interact with the web in one API, with clean Markdown by default.
Crawl whole sites and reach 400+ data providers through Firecrawl Alexandria.

Trusted by 150,000+
companies
of all sizes
[ 01 / 05 ]
·
Why Firecrawl

See why teams choose Firecrawl over ScrapeBadger.

When comparing Firecrawl vs ScrapeBadger, the difference comes down to clean data, one API for search and crawl, open source code, Firecrawl Alexandria data providers, and fewer tokens per page.

apple.com
Endpoint
Scrape
Status
Success
Started
Mar 16, 2026
2:51 PM
Formats
Markdown
JSON

Clean data for AI agents

Firecrawl strips navigation, ads, and scripts and returns Markdown or schema-based JSON from any URL, so your AI agents read content instead of parsing HTML.

See use cases
Scrape
Search
Crawl
Agent
Browse

Search, crawl, and interact in one API

One API key covers /search, /scrape, /crawl, /map, and /interact. ScrapeBadger scrapes one URL per request and spreads site data across separate scraper APIs.

View docs
firecrawl/firecrawlPublic

Turn entire websites into LLM-ready markdown or structured data.

184K
9.9K
473
TypeScript
JavaScript
HTML
Python
Other
licenseAGPL-3.0
downloads18M
contributors175

Open source and self-hostable

Run Firecrawl on your own infrastructure with the full source code under the AGPL-3.0 license.

View on GitHub
NVIDIA latest 10-K revenue
web
investor.nvidia.com
nvidianews.nvidia.com
toolsFirecrawl Alexandria
SEC EDGARFilings
FREDEconomic data
Fiscal.aiFinancials

Firecrawl Alexandria and first-party indexes

With a Firecrawl API key on a team with Firecrawl Alexandria enabled, a search call that adds alexandria to its sources returns web results with Firecrawl Alexandria tools beside them: 400+ data providers such as SEC EDGAR, FRED, Fiscal.ai, and Benzinga, plus Firecrawl's Developer and Research indexes. ScrapeBadger's dedicated APIs scrape a fixed list of sites.

Explore Firecrawl Alexandria
raw HTML
38,381 tokens
nav
# Pricing
ad
Simple plans for every team.
script
## Hobby ($19/mo)
cookie
•5,000 credits every month
footer
−93% tokens

Fewer tokens on every page

Across 200 real URLs, Firecrawl's Markdown used over 90% fewer input tokens than raw HTML. The highlights and question formats go further, with up to 100x fewer tokens than a full scrape.

See token efficiency
[ 02 / 05 ]
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Benchmarks

Firecrawl leads on extraction quality.
And so much more.

Coverage
96%
success rate
Quality
0.638
F1 score for accuracy
Recall
0.639
content recall rate
Speed
3,387 ms
P95 latency

Internally conducted benchmark, run Jan 13, 2026. Tested 1,000 URLs drawn from diverse public web domains (news, documentation, e-commerce, finance, and more) and measured whether each tool retrieved at least 10% of the expected content, defined as core page text, excluding navigation, ads, and footers. Dataset publicly available at the Firecrawl scrape-content-dataset-v1.

· Figures from the run of Jan 13, 2026

Measured performance

Published Firecrawl results, each with the dataset it was measured on and the date it was run. Follow a row to the run it comes from.

Published Firecrawl benchmark results with dataset and measurement date
MetricValueDatasetMeasuredSource
Coverage (success rate)96%Scrape coverage and quality, 1,000 URLsJan 13, 2026Methodology
Extraction accuracy (F1)0.638Scrape coverage and quality, 1,000 URLsJan 13, 2026Methodology
Content recall0.639Scrape coverage and quality, 1,000 URLsJan 13, 2026Methodology
Latency (P95)3,387 msScrape coverage and quality, 1,000 URLsJan 13, 2026Methodology

Scrape coverage and quality scored against the public dataset firecrawl/scrape-content-dataset-v1, so the inputs are checkable. The harness is not published yet, so the run cannot be reproduced end to end.

Every benchmark Firecrawl runs is listed on /benchmarks.

[ 03 / 05 ]
·
Firecrawl vs. ScrapeBadger

Firecrawl is purpose-built for AI agents and developers.

The best ScrapeBadger alternative is one that returns Markdown by default, charges one rate per page, crawls whole sites, and searches the web with full page content.

Real-time web data
FirecrawlLive content the moment you need it
ScrapeBadgerFresh fetch on every scrape request
JS / React rendering
FirecrawlLive browser rendering at no extra cost, every plan
ScrapeBadgerBrowser engine via render_js, priced above the HTTP engine
Browser interaction
FirecrawlClick, fill forms, and navigate pages with /interact
ScrapeBadgerjs_scenario steps for clicks, scrolls, and inputs
MCP server for AI agents
FirecrawlConnect Claude, Cursor, Codex, and other MCP clients
ScrapeBadgerHosted MCP server with a tool per scraper API
Markdown by default
FirecrawlClean Markdown or structured JSON, no post-processing
ScrapeBadgerHTML by default; Markdown through the format parameter
One rate per page
Firecrawl$99/month billed monthly ($83/month billed annually) for 100,000 credits; 1 credit per standard scrape
ScrapeBadger3 to 10+ credits per page, set by engine and add-on tier
Crawl and map whole sites
Firecrawl/crawl follows links across a site; /map lists its URLs
ScrapeBadgerOne URL per request; no crawl or URL discovery endpoint
Search + scrape in one API call
Firecrawl/search returns results with full page content
ScrapeBadgerSearch engine scrapers return result lists, not page content
Data providers via Firecrawl Alexandria
Firecrawl400+ official APIs, publishers, and indexes returned as tools in one search call
ScrapeBadgerDedicated scraper APIs for a fixed list of sites
Open source + self-hostable
FirecrawlRun it on your own infrastructure for full control
ScrapeBadgerProprietary platform; SDKs and MCP server are open source
[ 04 / 05 ]
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Customer Testimonials
[ 05 / 05 ]
·
FAQs

Frequently asked questions

Firecrawl is the context API for AI agents: one API key covers /search, /scrape, /crawl, /map, /interact and /agent, and every response comes back as clean Markdown or structured JSON. ScrapeBadger offers a single-URL scraping API plus dedicated scraper APIs that return JSON for a set list of sites. If your AI agent needs to search the open web, read whole sites, or pull data from official providers through Firecrawl Alexandria, Firecrawl covers that in one place.
Yes. Firecrawl returns clean Markdown on every scrape by default, and structured JSON when you pass a schema or prompt (+4 credits per page). Navigation, ads and footers are stripped, and across 200 real URLs that Markdown used over 90% fewer input tokens than raw HTML, so the output goes straight into a prompt or a vector store. ScrapeBadger's web scraping API returns HTML by default, with Markdown, plain text and screenshots available through its format parameter.
Firecrawl charges 1 credit per standard scrape, with JavaScript rendering included, and Standard covers 100,000 credits at $99/month billed monthly, or $83/month billed annually. ScrapeBadger also uses credits, shared across all of its APIs, but a web scrape costs its engine price plus a tier surcharge: its docs list 3 credits for a plain page and 7 for a JavaScript-rendered one, with higher tiers and AI extraction adding more. Its dedicated scraper APIs each have their own per-request price.
Yes. Firecrawl is open source under the AGPL-3.0 license, so you can run it on your own infrastructure for full control over data and compliance. ScrapeBadger's scraping platform is a hosted service; its open-source code covers its SDKs, MCP server and n8n node.
You can try Firecrawl without an API key through keyless access, capped per IP address per day: point an MCP client at the keyless Firecrawl MCP server or run npx firecrawl-cli@latest. A free account with an API key adds 1,000 credits a month, SDKs for Python, Node.js, Go, Rust and Java, and the full REST API. ScrapeBadger gives new accounts 1,000 free credits and offers SDKs in 12 languages.
Yes. Firecrawl /crawl follows links across a site and returns every page as Markdown, and Firecrawl /map lists a site's URLs in one call, so you can pick pages before you scrape them. ScrapeBadger's web scraping API works one URL per request, so discovering and queuing the pages of a site is left to your own code.
Yes. Firecrawl /search runs a web search and can return the full Markdown of each result in the same request, which suits AI agents that need sources, not just links. ScrapeBadger's search engine scrapers return result lists as JSON, so reading each result page takes a separate scrape request.
Firecrawl Alexandria gives AI agents 400+ data providers as tools inside a search call: with a Firecrawl API key on a team with Firecrawl Alexandria enabled, add alexandria to the search sources and the response lists matching tools next to the web results. They include official APIs such as SEC EDGAR, FRED and the World Bank, licensed publishers such as Fiscal.ai and Benzinga, and Firecrawl's Research, Developer and Government & Legal indexes. Finding a tool is free and running one is billed at the price the tool lists, from the same Firecrawl credits. ScrapeBadger's dedicated APIs scrape a fixed list of sites and return each site's own JSON schema.
Firecrawl is built for RAG and AI agents: /crawl turns a whole docs site or knowledge base into Markdown ready for chunking and embedding, and JSON extraction works on any URL with a schema or a natural-language prompt. ScrapeBadger can return Markdown and run AI extraction on single pages, but crawling a source and keeping it fresh needs extra code around it.
Swap your ScrapeBadger API key for a Firecrawl one and map each call to its Firecrawl endpoint. A web scrape request becomes a Firecrawl /scrape call, which returns Markdown without a format flag or a choice of engine. Browser steps written as js_scenario move to Firecrawl /interact, search engine scraper calls move to Firecrawl /search, and loops over lists of URLs can become a single Firecrawl /crawl or /map call.
Yes. Firecrawl is SOC 2 Type II compliant, and the annual renewal audit is in progress. Enterprise plans add zero data retention on Firecrawl's side for /scrape and /interact. For /search, ZDR comes in a Firecrawl-side mode and an end-to-end mode where the upstream search provider also retains nothing, and Firecrawl Alexandria tools aren't available in ZDR mode. Enterprise plans also include a DPA, SAML SSO with SCIM, and US data processing, which may help meet a security review's data-handling requirements. 67% of Fortune 100 companies use Firecrawl. ScrapeBadger publishes a DPA and offers SSO for its dashboard.