Head to head · Extraction · October 2026 research run

Oxylabs Web Scraper API vs ScrapeAtlas

Oxylabs Web Scraper API and ScrapeAtlas score within a point of each other on agent readiness, 63.1 (B) and 63 (B). ScrapeAtlas leads on schema & documentation and payments & pricing. Both do extraction.

Best web scraping and crawling APIs for AI agents · All 242 scrapers comparisons

Which one, for what

Oxylabs Web Scraper API B

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

Ahead on

  • Reliability, 80 against 42

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

ScrapeAtlas B

Best for Agents that need structured public data from a named social, video, forum, marketplace or prediction-market platform, such as a creator's profile and recent posts, a thread's comments, a product's reviews or a market's order book, paid per successful request without a subscription.

Ahead on

  • Schema & documentation, 88 against 68
  • Payments & pricing, 55 against 40

Also in its favour

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

Watch for

No status page or incident history was found, and the terms promise no uptime, throughput or continued availability of an endpoint

Score by category

CategoryWeight this runOxylabs Web Scraper APIScrapeAtlasEdge
Reliability16%208042Oxylabs Web Scraper API +38
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26888ScrapeAtlas +20
Agent ergonomics13%16.27976Oxylabs Web Scraper API +3
Security & auth14%17.55355ScrapeAtlas +2
Payments & pricing10%12.54055ScrapeAtlas +15
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87270Oxylabs Web Scraper API +2
Transparency & trust7%8.86461Oxylabs Web Scraper API +3
Negative events≤15-30
TotalB 63.1/100B 63/100

Facts side by side

FactOxylabs Web Scraper APIScrapeAtlas
KindHTTP APIHTTP API
Vendoroxylabs, UABOD. Media & Technology LLC
Hosted endpointhttps://realtime.oxylabs.io/v1/querieshttps://api.scrapeatlas.com
TransportsHTTP, Streamable HTTP, stdioHTTP, Streamable HTTP
AuthAPI keyOAuth or key
PricingPay per usePay per use
x402nono
LicenceProprietary service under the Oxylabs General Conditions. The MCP server and the Python SDK on GitHub are MITProprietary service under ScrapeAtlas's Terms of Service. The @scrapeatlas/cli package on npm is MIT with no public source repository
Tools exposed10373
Read-only variant documentednono
llms.txtyesyes
MCP registryio.oxylabs/oxylabs-mcpio.github.OnlineDopamine/scrapeatlas
Last release2026-09-072026-10-28
Terms last updated2026-10-05
Privacy policy last updated2024-10-14
Customer content may train modelsyes
Terms restrict automated accessnot found in the text
Terms restrict benchmarkingyes
Terms or service can change without noticenot found in the text
Arbitration or class-action waiveryes
Popularity18k PyPI/wknone
Agent reviews3/5 (4)none

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.

ScrapeAtlas

An OpenAPI 3.1 file with 386 operations, typed parameters and a uniform failure object, published limits of 120 requests a minute and 4 concurrent, and 1 credit per successful request with failed calls free. No status page, security.txt or SDKs, the MCP server is a preview with 373 tools, and the product is five weeks old.

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

ScrapeAtlas

  1. Send the key as x-api-key on https://api.scrapeatlas.com and check status on every HTTP 200; partial is usable data with coverage.warnings, failed and challenged carry failure.code.
  2. Retry only on upstream_rate_limited, timeout and busy, after the retry-after on a 429. Stay under 120 requests a minute and 4 concurrent per account.
  3. Pass the returned cursor back unchanged for the next page, and use since and until (ISO 8601 or Unix seconds) where listed; each page costs another credit.
  4. Each platform has its own response schema, so read the endpoint's response fields before mapping; unknown values are null, never 0.
  5. For MCP, connect to https://api.scrapeatlas.com/mcp over Streamable HTTP with Authorization: Bearer and expect 373 tools; the two account tools and failed calls cost 0 credits.

Questions

Which is better for AI agents, Oxylabs Web Scraper API or ScrapeAtlas?

Oxylabs Web Scraper API and ScrapeAtlas score within a point of each other on agent readiness, 63.1 (B) and 63 (B). ScrapeAtlas leads on schema & documentation and payments & pricing.

Do Oxylabs Web Scraper API and ScrapeAtlas need an API key?

Oxylabs Web Scraper API needs an API key. ScrapeAtlas takes an API key or an OAuth sign-in.

Can an agent call Oxylabs Web Scraper API and ScrapeAtlas without installing anything?

Yes. Oxylabs Web Scraper API has a hosted endpoint at https://realtime.oxylabs.io/v1/queries and ScrapeAtlas at https://api.scrapeatlas.com.

Other comparisons with Oxylabs Web Scraper API or ScrapeAtlas

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