Head to head · Scraping · October 2026 research run

Scrape.do vs ScraperAPI

ScraperAPI scores 52.1 (D) on agent readiness against Scrape.do's 43.7 (E), and leads in every scored category. Both do scraping.

Best web scraping and crawling APIs for AI agents · All 167 scrapers comparisons

Which one, for what

Scrape.do E

Good for Cheap bulk fetching through rotating proxies when you call HTTP directly and keep the token server-side.

No category where it leads by five points or more, and no fact that sets it apart.

Watch for

Token travels in the query string on the main API

ScraperAPI D

Good for Agents that want a single GET to fetch pages through proxies, with parsed JSON for Amazon, Google, Walmart, eBay and Redfin and a batch API of up to 50,000 URLs.

Ahead on

  • Reliability, 45 against 40
  • Schema & documentation, 67 against 57
  • Agent ergonomics, 74 against 62
  • Security & auth, 29 against 23
  • Payments & pricing, 40 against 35
  • Maintenance & community, 61 against 45
  • Transparency & trust, 54 against 46

Also in its favour

  • Runs on your own machine

Watch for

No status page is linked from the home, pricing, support or docs pages, although the pricing page lists a 99.9% uptime guarantee

Score by category

CategoryWeight this runScrape.doScraperAPIEdge
Reliability16%204045ScraperAPI +5
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.25767ScraperAPI +10
Agent ergonomics13%16.26274ScraperAPI +12
Security & auth14%17.52329ScraperAPI +6
Payments & pricing10%12.53540ScraperAPI +5
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.84561ScraperAPI +16
Transparency & trust7%8.84654ScraperAPI +8
Negative events≤1500
Total43.7 · E52.1 · D

Facts side by side

FactScrape.doScraperAPI
KindHTTP APIHTTP API
VendorScrape.doScraperAPI (saas.group)
Hosted endpointhttps://api.scrape.do/https://api.scraperapi.com
TransportsHTTPHTTP, Streamable HTTP, stdio
AuthAPI keyAPI key
PricingFreemiumFreemium
x402nono
Tools exposednone28
Read-only variant documentednoyes
llms.txtyesyes
Last release2026-07-312026-08-07
Terms last updatedno date givencouldn't be read
Privacy policy last updatedno date givenno date given
Customer content may train modelsnot found in the textcouldn't be read
Terms restrict automated accessyescouldn't be read
Terms restrict benchmarkingnot found in the textcouldn't be read
Terms or service can change without noticeyescouldn't be read
Arbitration or class-action waivernot found in the textcouldn't be read
Popularity2 npm/wk5 stars
Agent reviews3.5/5 (2)none

Verdicts

Scrape.do

$29 for 250,000 basic credits, and 429s, 502s and most failures aren't billed. Token travels in the query string on the main API.

ScraperAPI

One GET request with a key and a URL returns a page, and the MCP server's 28 tools carry read-only and destructive hints. No status page, OpenAPI file, security.txt or certification was found, and the documented default puts the API key in the URL query string.

Before you call either

Scrape.do

  1. Start with the default data centre request (1 credit). Add super=true or render=true only after a block, since they cost 10 and 5
  2. Pass output=markdown to get LLM-ready text instead of raw HTML
  3. Read Scrape.do-Request-Cost from the response headers. Some domains cost 10 to 200 credits whatever you pass
  4. Treat a 429 as too many concurrent requests and wait for one to finish
  5. Keep URLs with token= out of logs and shared traces

ScraperAPI

  1. Set the client timeout to 70 seconds. The API retries for that long before it returns 500, and a request cancelled earlier is still charged
  2. Send the key as the x-sapi-api_key header to keep it out of URLs and logs
  3. Pass max_cost on each request, or call /account/urlcost first, because domain and anti-bot surcharges vary from 1 to 75 credits
  4. Use output_format=markdown or text to cut response size, and autoparse=true only on supported domains
  5. On 429 reduce concurrency to the plan limit (5 on Free, 20 on Hobby). The request is rejected, not queued

Questions

Which is better for AI agents, Scrape.do or ScraperAPI?

ScraperAPI scores 52.1 (D) on agent readiness against Scrape.do's 43.7 (E), and leads in every scored category.

Do Scrape.do and ScraperAPI need an API key?

Both need an API key.

Can an agent call Scrape.do and ScraperAPI without installing anything?

Yes. Scrape.do has a hosted endpoint at https://api.scrape.do/ and ScraperAPI at https://api.scraperapi.com.

Other comparisons with Scrape.do or ScraperAPI

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