Firecrawl Alternative for
URL-First Scraping Pipelines
Firecrawl is built around turning sites into LLM-ready markdown, with crawl, map, and search as first-class products. FineData is a pay-as-you-go scraping API: you send a URL (or a batch of URLs), pick proxy and antibot modes, and pay in tokens. Same category, different default workflow.
Firecrawl (from their docs)
Public docs describe a web-context API: scrape a page to markdown/HTML/JSON, crawl a site from one root URL with automatic discovery, map URLs, search the web, and interact with pages. The hosted product markets automatic JS rendering and managed proxies. The project is also open source with a documented self-host path.
Billing is credit-based monthly plans. Their pricing FAQ states they do not offer a pure pay-per-use plan.
FineData
Token-based scrape API at POST https://api.finedata.ai/api/v1/scrape
with Authorization: Bearer fd_your_api_key. Modes are priced
additively (TLS, JS render, stealth, residential/mobile proxy, captcha). Optional PAYG if you
do not want a monthly allotment.
Batch scrape needs you to supply the URL list. There is no Firecrawl-style single-root crawl that discovers and paginates an entire site for you.
Plan and pricing snapshot
Firecrawl figures below come from their public pricing page (firecrawl.dev/pricing). FineData figures are current published plans. Credits and tokens are not interchangeable units — treat this as a plan-shape comparison, not a per-page cost guarantee.
| Dimension | Firecrawl (public pricing) | FineData |
|---|---|---|
| Billing model | Monthly credit allotments; no pay-per-use plan per their FAQ | Monthly token plans plus PAYG at $0.55 / 1k tokens |
| Free tier | $0 — 1,000 credits/mo, 2 concurrent, no card | $0 — 1,000 tokens, 2 concurrent, datacenter proxies, no card |
| Entry paid | Hobby — $19/mo ($16/mo annual): 5,000 credits, 5 concurrent | PAYG — $0.55/1k tokens, 10 concurrent, all modes, BYOP |
| Mid tier (~100k units) | Standard — $99/mo ($83/mo annual): 100,000 credits, 50 concurrent | Personal — $47/mo: 100,000 tokens, 20 concurrent, premium proxies, 99% SLA |
| Higher volume | Growth — $399/mo ($333/mo annual): 500,000 credits, 100 concurrent | Team S — $142/mo: 1M tokens, 50 concurrent; Team M — $284/mo: 3M tokens, 100 concurrent |
| Top published tier | Scale — $749/mo ($599/mo annual): 1,000,000 credits, 150 concurrent; Enterprise custom | Team L — $399/mo: 5M tokens, 200 concurrent; Scaling — $699/mo: 10M tokens, 400 concurrent |
| Unit costs (published) | Scrape/Crawl/Map: 1 credit/page; JSON format +4; Enhanced Mode +4; Search: 2 credits / 10 results; Interact: 2 credits / browser minute | 1 base token/request + optional: TLS +2, JS render +5, Stealth +7, Stealth headful +25, residential +3, mobile +4, captcha +10 |
| Rollover | Plan credits do not roll over; auto-recharge packs do (per their FAQ) | PAYG spends what you use; monthly plan tokens follow plan terms in the dashboard |
| Site crawl / discovery | Documented /crawl (recursive from a root URL) and /map URL discovery | Batch endpoint (up to 100 URLs you provide); no auto site-wide crawl/discovery product |
| LLM-oriented output | Docs emphasize clean markdown, HTML, screenshots, structured JSON formats | AI structured extraction via schema or natural-language prompt; screenshots supported |
| JS rendering / antibot | Marketing and docs describe automatic JS rendering and managed proxy/rate-limit handling on the hosted product | Explicit opt-in modes with published token adders (Playwright JS, Stealth for Cloudflare/DataDome, headful stealth) |
| Bring your own proxy | Docs describe managed proxies on the hosted product; custom headers possible — BYOP is not a highlighted product line on the pricing page | BYOP on PAYG and Team plans; geo via proxy_country; session persistence |
| Self-host | Open-source project with a documented self-hosting guide (cloud adds proprietary pieces) | Hosted API only — no self-host product |
| Agent / MCP surface | Agent onboarding skill and agent endpoint described on their site; broad SDK set (Python, Node, Go, and more per docs) | MCP: finedata-mcp (PyPI), @finedata/mcp-server (NPM); REST for any language |
Pricing accurate as of July 28, 2026, always verify on Firecrawl's site. This page does not claim independent speed or success-rate benchmarks of Firecrawl's service.
Where Firecrawl is stronger
If you pretend every row favors FineData, nobody believes the page. Here is where Firecrawl's public product surface is ahead for common jobs.
Crawl and map
Their docs describe recursive crawl from a single root URL (sitemaps, depth limits, async delivery) plus a map endpoint for URL discovery. FineData expects you to already know the URLs; batch helps with parallelism, not discovery.
Search + interact
Firecrawl prices and documents web search and browser interact as product endpoints. FineData is scrape-centric: fetch and extract from URLs you already have.
Self-host option
Firecrawl publishes an open-source codebase and self-host docs. FineData is a hosted API; if air-gapped or on-prem is a hard requirement, that gap matters.
When FineData is the better fit
- You want PAYG. Firecrawl's pricing FAQ says they do not offer pay-per-use; FineData sells $0.55/1k tokens without forcing a monthly credit bucket.
- You price antibot modes explicitly. Token adders for stealth, headful stealth, residential/mobile, and captcha are published up front instead of living only inside a opaque credit multiplier.
- You already own proxies. BYOP is a first-class FineData path on PAYG and Team plans.
- You need SLA tiers in writing on mid plans. Personal and above publish uptime SLAs (99% through 99.9% on Team L / Scaling).
- Your agents speak MCP. Official MCP packages exist for Python and Node, and the hosted endpoint accepts an OAuth sign-in instead of a pasted key, so an agent you hand to someone else bills to their account rather than yours. Setup for every client is on the MCP server page; pair it with webhooks and batch for async pipelines.
FAQ
Is FineData a drop-in Firecrawl replacement? +
No. Endpoint shapes, credit vs token economics, and crawl/search surfaces differ. Migrate scrape-style jobs (one URL in, content out) with less friction than crawl/map/search jobs.
Can FineData crawl an entire website from one URL? +
Not as a built-in discovery crawler. Firecrawl's docs describe a crawl endpoint that walks a site from a root URL. With FineData you discover or list URLs yourself, then call scrape or batch (up to 100 URLs per request).
How should I compare credits to tokens? +
Do not treat 1 credit as 1 token. Firecrawl publishes per-endpoint credit costs (for example +4 for JSON format). FineData publishes additive token costs per mode. Estimate from your actual mix of JS render, proxy type, and extraction — then check both vendors' current pages.
Did you benchmark Firecrawl against FineData? +
No. This page only cites Firecrawl's public pricing and documented features. We do not publish third-party success-rate or latency benchmarks of their service.
How do I authenticate to FineData? +
Send Authorization: Bearer fd_your_api_key to
POST https://api.finedata.ai/api/v1/scrape. Details live in
the docs.
Try FineData on your URL list
Free tier is 1,000 tokens, no card. If you need site-wide crawl discovery first, stick with a crawler-first product; if you already have URLs and care about PAYG, BYOP, and priced antibot modes, start here.