Introducing Highlights: the context that matters

#1 Scrape.do Alternative

Scrape, crawl, map, and search the web through one API, with JavaScript rendering and anti-bot proxies in every 1-credit page. On Scrape.do, a rendered page through residential proxies costs 25 credits, so 1,000 protected pages cost $1.98 on its $99 plan and $0.79 on Context.dev Pro.

1,000 protected pages, rendered in a browser

$99 plans, October 2026 list prices

Price per 1,000 JavaScript-rendered pages on residential proxies
Context.dev$0.79Pro, 1 credit per page
Scrape.do25x credits$1.98Pro, 25 credits per page
Protected pages the $99 plan covers each month
Context.dev125,000pages
Scrape.do50,000pages

Scrape.do bills 1 credit for a datacenter request, 5 with its headless browser, 10 with residential proxies, and 25 with both. Context.dev bills 1 credit with rendering and proxies always on. Plain static HTML is cheaper on Scrape.do, at about $0.08 per 1,000 pages.

Powering agents and products with the world's data.

Super.com logo
Passionfroot logo
Zero logo
Mintlify logo
Chatwoot logo
Similarweb logo
Klarna logo
Ferndesk logo
DocsBot logo
Daily.dev logo
Sixtyfour logo
Comp AI logo
Squad logo

Why switch

Scrape.do and Context.dev both render JavaScript and get past bot protection. On Scrape.do that costs 25 credits a page; on Context.dev it is the 1-credit default, with crawl, search, and JSON extraction on the same key.

  • Key difference

    One credit per page, not 25 for rendering and residential proxies

    Scrape.do bills 1 credit for a datacenter request, 5 with its headless browser, 10 with residential proxies, and 25 with both. Context.dev includes JavaScript rendering, managed proxies, and anti-bot handling in every 1-credit scrape. On the $99 plans, 1,000 protected pages cost $1.98 on Scrape.do Pro and $0.79 on Context.dev Pro, which covers 125,000 such pages a month instead of 50,000.

  • Pricing

    No per-domain surcharges

    Scrape.do turns on its own proxy and browser settings for 25 listed domains and bills that rate whether or not you asked for it: Google results cost 10 credits, LinkedIn 30, Chewy 50, Shopee 100, and Sainsbury’s 200. Its docs tell you to read a response header to see what each call cost. Context.dev has no per-domain price list.

  • Extraction

    JSON against your schema, without a second LLM bill

    Scrape.do returns raw HTML or Markdown, one format per request, and its own migration guide says to call an LLM yourself for structured data. Context.dev takes your JSON Schema and returns a typed object for 5 credits per page. Markdown, HTML, a screenshot, and JSON can all come back from the same request.

  • Crawl

    Crawl, map, monitor, and parse documents in one API

    Scrape.do has no crawl, map, change monitoring, or PDF parsing endpoint, so the crawler loop, sitemap parser, and PDF pipeline are yours to build. Context.dev crawls at 1 credit per page, maps a site’s URLs for 1 credit, runs monitors with webhooks from 1 credit per run, and parses PDFs, DOCX, XLSX, and 40 other formats.

  • Search

    Search that reads the result pages for you

    Scrape.do’s Google Search API returns results for 10 credits, and reading each result page is another scrape at 1 to 25 credits. Context.dev Web Search returns ten ranked results with the passages that answer your query for 2 credits, or every page as Markdown for 11. Answers returns a sourced answer in your JSON shape for 10 credits.

  • Throughput

    Twice the concurrency at $99, and SDKs in five languages

    Context.dev Pro allows 100 concurrent requests. Scrape.do Pro allows 50, and Business at $249 is the first plan with 100. Context.dev ships TypeScript, Python, Ruby, Go, and PHP SDKs, a CLI, and an MCP server; Scrape.do’s official libraries are a Node client and a Scrapy wrapper.

What one request really costs

What 1,000 requests cost on each $99 plan, by how the page has to be fetched. Scrape.do’s price changes with the proxy and browser a site needs; Context.dev’s does not.

RequestContext.devScrape.doDifference
Plain HTML, no browserStatic pages that need no rendering or residential IPs$0.79$0.08 (1 credit)10x less
Rendered in a headless browserSingle-page apps and JavaScript-built content$0.79$0.40 (5 credits)2x less
Rendered on residential proxiesRetailers and sites behind Cloudflare or DataDome$0.79$1.98 (25 credits)2.5x more
A LinkedIn pageFixed per-domain rate, whatever flags you send$0.79$2.38 (30 credits)3x more
A Sainsbury’s product pageThe highest fixed per-domain rate on the list$0.79$15.84 (200 credits)20x more
JSON extraction against your schemaA typed object back from the page$3.96 (5 credits)Not offeredBring an LLM

Derived from Context.dev Pro ($99 for 125,000 credits) and Scrape.do Pro ($99 for 1,250,000 credits) at monthly billing. Scrape.do rates are from scrape.do/documentation/request-costs.

Full comparison

FeatureContext.devScrape.do
Scraping & Crawling
Scrape to Markdown or HTMLYesYes
JavaScript renderingAlways included5x credits
Residential proxies and anti-bot handlingAlways included10x, 25x with render
Several outputs from one requestYesNo
ScreenshotsYesRender required
JSON extraction against your schema5 creditsNo
Crawl a site1 credit/pageNo
Map site URLsYesNo
Async batch scrapingUp to 100,000 URLsYes
Change monitoring with webhooksYesNo
Parse PDFs and office documentsYesNo
Country geotargetingYesCountry, region, ZIP
Signed-in scraping with saved loginsBrowser profilesYour own cookies
Interaction & Search
Browser actions before captureUp to 5 actions18 action types
Web search with page contentYesNo
Research answers with sources10 creditsNo
Google SERP APINo10 credits/search
Amazon product APINo1 credit
Pricing & Billing
Per-domain surchargesNone10 to 200 credits
Failed requests freeYes404s are billed
Concurrency at $99 a month10050
Free plan1,000 credits/mo1,000 credits/mo
Self-serve yearly billingYesThrough support
Deployment
Managed scraping APIYesYes
Proxy endpoint and sticky IP sessionsNoYes
Zero data retentionOn requestNo
Developer Experience
Public OpenAPI specYesAsync API only
TypeScript SDKYesYes
Python SDKYesScrapy wrapper
Go, PHP, and Ruby SDKsYesNo
CLIYesNo
MCP serverYesCommunity only
Also Included: Brand & Company Data
Brand profile by domain, name, email, or tickerYesNo
Logo CDN for direct embedding (Logo Link)YesNo

Cost per 1,000 pages

Public list prices on both sites, broken down to the cost of 1,000 pages at each tier. Scrape.do’s price depends on the request type, so both its cheapest and its protected-page rates are shown.

TierContext.devScrape.do
Free

Free $0/mo

1,000 credits

1 concurrent request

$0 per 1K pages, any page

Free $0/mo

1,000 credits

5 concurrent requests

40 protected pages a month

Entry

Developer $19/mo

7,500 credits

10 concurrent requests

$2.11–$2.53 per 1K pages, any page

Hobby $29/mo

250,000 credits

10 concurrent requests

$2.42–$2.90 per 1K protected pages

$0.10–$0.12 per 1K plain HTML pages

Mid

Pro $99/mo

125,000 credits

100 concurrent requests

$0.66–$0.79 per 1K pages, any page

Pro $99/mo

1,250,000 credits

50 concurrent requests

$1.65–$1.98 per 1K protected pages

$0.07–$0.08 per 1K plain HTML pages

Growth

Growth $299/mo

500,000 credits

250 concurrent requests

$0.50–$0.60 per 1K pages, any page

Business $249/mo

3,500,000 credits

100 concurrent requests

$1.48–$1.78 per 1K protected pages

$0.06–$0.07 per 1K plain HTML pages

High volume

Scale $499/mo

1,000,000 credits

500 concurrent requests

$0.42–$0.50 per 1K pages, any page

Advanced $699/mo

10,000,000 credits

200 concurrent requests

$1.46–$1.75 per 1K protected pages

$0.06–$0.07 per 1K plain HTML pages

  1. Protected pages assume 25 credits per page on Scrape.do, its listed price for a headless-browser request through residential and mobile proxies (super=true and render=true), and 1 credit per page on Context.dev, where rendering, managed proxies, and anti-bot handling are always on. Each range runs from yearly to monthly billing.
  2. A plain datacenter request without a browser costs 1 credit on Scrape.do. A render-only request costs 5 credits and a residential-only request 10.
  3. Scrape.do’s per-domain prices replace these rates on listed sites, whatever parameters you send: google.* 10 credits, linkedin.com 30, chewy.com 50, shopee.* 100, and sainsburys.co.uk 200 (scrape.do/documentation/request-costs).
  4. Scrape.do plans, credits, and concurrency are from scrape.do/pricing. Its yearly prices ($290, $990, $2,490, $6,990) are from its pricing FAQ and are set up through support.

Prices and plans checked on .

Which one fits

Both get past bot protection. These are the cases where the choice is clear. For formats, pricing, and code, see the Context.dev web scraping API.

Choose Context.dev if

  • You scrape JavaScript-heavy or bot-protected pages and want each one billed at 1 credit, with no 25-credit render and residential rate and no per-domain surcharges.
  • You need structured output: JSON against your schema, product data, or Markdown, HTML, and a screenshot from one request.
  • You crawl or map whole sites, monitor pages for changes, or parse PDFs and office documents.
  • Your agents need web search with page content, sourced answers, an MCP server, and SDKs in five languages.

Choose Scrape.do if

  • Most of your pages are static and unprotected. A datacenter request is 1 credit, about $0.08 per 1,000 pages on the $99 plan.
  • You need proxy-level control: sticky IP sessions, continent or ZIP-code targeting, or a proxy endpoint for an existing Scrapy, Puppeteer, or Selenium stack.
  • You want parsed JSON from Google Search, Maps, Shopping, or Flights, or Amazon product data at 1 credit per request.
  • You script long browser sessions with custom JavaScript and form fills. Scrape.do documents 18 action types; Context.dev runs up to 5 per request.

A few things to know.

More details in the API documentation.

What is the best Scrape.do alternative?

Context.dev is a Scrape.do alternative for teams that scrape JavaScript-heavy and bot-protected pages and want a flat price. Every scrape includes rendering, managed proxies, and anti-bot handling for 1 credit, where Scrape.do charges 25 credits for a rendered page on residential proxies. Context.dev also adds crawl, map, web search with page content, JSON extraction, monitors, and document parsing. If you mainly fetch static HTML or need a proxy endpoint and sticky IPs, Scrape.do is the better fit.

How much does a JavaScript-rendered page cost on Scrape.do compared with Context.dev?

Scrape.do bills 1 credit for a datacenter request, 5 with render=true, 10 with residential proxies (super=true), and 25 with both. On its $99 Pro plan (1,250,000 credits), 1,000 rendered pages through residential proxies use 25,000 credits, about $1.98. On Context.dev Pro ($99 for 125,000 credits), the same 1,000 pages use 1,000 credits, about $0.79, because rendering and proxies are always included.

Does Scrape.do charge more for certain websites?

Yes. Scrape.do publishes a per-domain list where it turns on residential proxies, the headless browser, or a custom profile itself and bills that rate even if you did not pass those parameters. Examples include google.* at 10 credits, linkedin.com at 30, chewy.com at 50, shopee.* at 100, and sainsburys.co.uk at 200. Context.dev bills a scrape at 1 credit on any domain.

Does Scrape.do charge for failed requests?

Scrape.do does not charge for its own errors, timeouts, or 429 responses, but it counts 2xx, 404, 410, and target 400 responses as successful and bills them. A 200 response with invalid content can be claimed back through support. Context.dev does not charge when every output of a scrape fails, except that a target 404 keeps the base credit, and it does not charge for 429, 408, or 5xx errors.

Can I migrate from Scrape.do to Context.dev?

Most calls map directly. A GET to api.scrape.do with url, render, super, geoCode, and output=markdown becomes a POST to /web/scrape with the Markdown format and a country parameter; render and super are not needed because they are always on. playWithBrowser steps map to up to five sharedParams.actions, and Async API jobs map to Batches of up to 100,000 URLs. Proxy mode, sticky sessions, and the Google SERP API have no Context.dev equivalent.

Can Context.dev return structured data like Scrape.do’s Amazon and Google APIs?

Context.dev returns JSON against any schema you send for 5 credits per page, a product object (name, price, availability) for 1 extra credit, and prebuilt parsers for Google Maps, Maps reviews, Google Play, the App Store, G2 reviews, and Instagram. It does not have a Google SERP API or an Amazon-specific endpoint. If you need parsed SERPs with ads or Amazon offers by ZIP code, Scrape.do’s Ready APIs cover that.

When is Scrape.do the better choice?

Choose Scrape.do when most targets are static pages, where a 1-credit datacenter request works out to about $0.08 per 1,000 pages on its $99 plan. It is also the better fit if you need a proxy endpoint for your own browser automation, sticky IP sessions, ZIP-code targeting, scripted browser sessions with custom JavaScript, or parsed Google and Amazon data.

Does Context.dev offer a proxy mode or sticky IP sessions?

No. Context.dev is a managed scraping API, not a proxy network: there is no proxy port, no per-GB plan, and no IP pool to route your own Puppeteer or Selenium traffic through. You choose a country per request, and saved browser profiles on paid plans handle signed-in scraping.

More comparisons

Other web scraping APIs that teams compare with Context.dev, or see every comparison.

Ready to switch from Scrape.do?

Drop the render and super flags and send the same URLs to Context.dev, where every page is 1 credit and the free plan includes 1,000 credits a month.

1,000free credits

Every month. No credit card required.

Start for freeRead the docs