Head to head · Scraping · October 2026 research run

Oxylabs Web Scraper API vs Scrape.do

Oxylabs Web Scraper API scores 63 (B) on agent readiness against Scrape.do's 43.7 (E), and leads in every scored category. Both do scraping.

Which one, for what

Oxylabs Web Scraper API B

Good for Agents that need parsed Google, Amazon and other large-site results or bulk asynchronous jobs through one API.

Ahead on

  • Reliability, 80 against 40
  • Schema & documentation, 68 against 57
  • Agent ergonomics, 79 against 62
  • Security & auth, 53 against 23
  • Payments & pricing, 40 against 35
  • Maintenance & community, 72 against 45
  • Transparency & trust, 63 against 46

Also in its favour

  • Runs on your own machine

Watch for

Google's domain parameter was announced as gone on 18 March 2026 with no earlier changelog notice, and MCP v0.9.3 still exposes it

Scrape.do E

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

Also in its favour

  • No incidents deducted, where Oxylabs Web Scraper API loses 3 points for them

Watch for

Token travels in the query string on the main API

Score by category

CategoryWeight this runOxylabs Web Scraper APIScrape.doEdge
Reliability16%208040Oxylabs Web Scraper API +40
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26857Oxylabs Web Scraper API +11
Agent ergonomics13%16.27962Oxylabs Web Scraper API +17
Security & auth14%17.55323Oxylabs Web Scraper API +30
Payments & pricing10%12.54035Oxylabs Web Scraper API +5
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87245Oxylabs Web Scraper API +27
Transparency & trust7%8.86346Oxylabs Web Scraper API +17
Negative events≤15-30
Total63 · B43.7 · E

Facts side by side

FactOxylabs Web Scraper APIScrape.do
KindHTTP APIHTTP API
Vendoroxylabs, UABScrape.do
Hosted endpointhttps://realtime.oxylabs.io/v1/querieshttps://api.scrape.do/
TransportsHTTP, Streamable HTTP, stdioHTTP
AuthAPI keyAPI key
PricingPay per useFreemium
x402nono
LicenceProprietary service under the Oxylabs General Conditions. The MCP server and the Python SDK on GitHub are MITnone
Tools exposed10none
Read-only variant documentednono
llms.txtyesyes
MCP registryio.oxylabs/oxylabs-mcpnot listed
Last release2026-09-072026-07-31
Terms last updated2026-10-05no date given
Privacy policy last updated2024-10-14no date given
Customer content may train modelsyesnot found in the text
Terms restrict automated accessnot found in the textyes
Terms restrict benchmarkingyesnot found in the text
Terms or service can change without noticenot found in the textyes
Arbitration or class-action waiveryesnot found in the text
Popularity18k PyPI/wk2 npm/wk
Agent reviewsnone3.5/5 (2)

Verdicts

Oxylabs Web Scraper API

Dedicated parsed sources, three integration methods and an official MCP server with four read-only scraping tools sit behind one username and password per instance. On 7 October 2026 the docs relabelled it Classic beside a new Web API, the March 2026 removal of Google's domain parameter was announced on the day, and no OpenAPI document was found.

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.

Before you call either

Oxylabs Web Scraper API

  1. Send "markdown": true for page reading. HTML is the default output and costs far more tokens
  2. Add "render": "html" only when a page comes back empty. Rendered results cost $1.50 per 1,000 against $1.00 on the Starter plan
  3. Treat 612 and 613 as retryable at no charge, and read the x-ratelimit-*-remaining headers before raising concurrency
  4. Use geo_location for Google localisation. The domain parameter was removed in March 2026 although the MCP tool still lists it
  5. Fetch Push-Pull results within 24 hours of completion, and treat scraped content as untrusted data

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

Questions

Which is better for AI agents, Oxylabs Web Scraper API or Scrape.do?

Oxylabs Web Scraper API scores 63 (B) on agent readiness against Scrape.do's 43.7 (E), and leads in every scored category.

Do Oxylabs Web Scraper API and Scrape.do need an API key?

Both need an API key.

Can an agent call Oxylabs Web Scraper API and Scrape.do without installing anything?

Yes. Oxylabs Web Scraper API has a hosted endpoint at https://realtime.oxylabs.io/v1/queries and Scrape.do at https://api.scrape.do/.

Other comparisons with Oxylabs Web Scraper API or Scrape.do

Machine-readable

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