The short answer
Firecrawl can return a document format directly; ScraperAPI's base endpoint returns a page body for your own parsing. Compare the whole extraction pipeline rather than ranking a raw HTML call against a finished Markdown document.
| Provider | A good reason to choose it | Important caveat |
|---|---|---|
| Firecrawl | An agent or retrieval pipeline that wants main-content documents without building a separate HTML-to-Markdown stage. | Basic page credits do not establish the cost of every extraction mode, browser action or other product. A crawl job and a single-page scrape have different completion semantics. |
| ScraperAPI | An existing HTTP collection pipeline that wants managed page retrieval while retaining its own parsing and validation. | The base retrieval endpoint, structured endpoints and asynchronous jobs return different shapes. Rendering and premium settings can consume additional credits. |
Side-by-side differences
| Requirement | Firecrawl | ScraperAPI |
|---|---|---|
| Primary workflow | Single-page scrape plus separate crawl/batch APIs | Page retrieval, async jobs and structured endpoints |
| Returned content | Markdown, HTML and optional structured formats | HTML/body on the base endpoint; structured outputs elsewhere |
| Rendering/control | Scrape settings and actions; dedicated browser products also exist | Rendering and premium options |
| Job model | Synchronous scrape; asynchronous crawl/batch | Synchronous base API; separate asynchronous API |
| Integration boundary | Document-oriented formats | Keep retrieval and downstream parsing explicit |
| Cost driver | Credits and selected extraction features | Credits, domain and render/proxy options |
Pricing: make the units comparable
| Provider | Billing model | What to check |
|---|---|---|
| Firecrawl | Credit plans with feature-specific consumption | The pricing page distinguishes scraped pages and search credits. Compare the exact scrape options and billing interval; do not use an annually billed monthly equivalent as a monthly commitment. |
| ScraperAPI | Credit-based plans with feature multipliers | Measure credits for your target domain and configuration. Structured endpoints and rendered page retrieval should not share an assumed per-call price. |
For 1,000 accepted pages, record attempted URLs, render mode, retries and schema failures. A low HTML-request price can require separate parsing; an extraction credit can include work that another vendor bills separately. Do not rank cost until the output passes the same acceptance check.
For a buying decision, calculate total spend divided by accepted outputs at your expected volume. Keep free evaluation access, paid production access, annual commitments and overages separate. We have not measured a cost or speed winner for this pair.
What changes in the integration?
| Firecrawl | ScraperAPI | |
|---|---|---|
| Method and URL | POST https://api.firecrawl.dev/v2/scrape | GET https://api.scraperapi.com |
| Authentication | Authorization: Bearer token | API key in api_key |
| Inputs | JSON url, formats and optional scrape settings | api_key and url; optional render, premium and country_code |
| Output | success and data containing requested document formats and metadata. | Retrieved page body; use separate structured or async endpoints for those workflows. |
Firecrawl: migration check
Preserve final URL and extraction metadata. Revalidate Markdown structure and missing fields; an HTML fetch adapter is not automatically a drop-in document parser.
ScraperAPI: migration check
Set a timeout appropriate for managed retrieval, then normalize retry policy. A submitted async job is not a completed scrape; wait for the result before recording success.
How to test them fairly
- Build an authorized test set spanning static HTML, JavaScript-rendered pages, tables and long articles. Save expected fields and the permitted access conditions.
- Use the same URLs, country, device settings and freshness window. Keep cache hits separate from fresh fetches.
- Mark challenge pages, empty main content and invalid structured fields as failures even if the HTTP status is 200.
- Measure time to a usable document or completed dataset, not only time to job creation. Include polling, retries and client-side parsing.
- Report total billed credits, browser time, proxy charges and actor fees per accepted document. Respect site terms, privacy, robots guidance and access controls; do not test bypassing protected accounts.
Record the plan, request settings, time window and acceptance rules with every run. That makes a later result interpretable when a vendor changes a model, source set or pricing tier.
Prefer a common request format?
POST /api/v1/web-scraping/extractReview the request contract and tell us the coverage you need. Access requires enablement; this endpoint does not execute or bill requests yet.
View endpoint and request accessSources and review dates
Documentation reviewed October 28, 2026. These are integration and plan comparisons, not measured speed or accuracy rankings. Availability, licensing and prices should be confirmed for the chosen plan.
Corrections: email faizank@docsalot.dev with an official source.