Head to head · Scraping · October 2026 research run

Oxylabs Web Scraper API vs ScrapingAnt

Oxylabs Web Scraper API scores 63 (B) on agent readiness against ScrapingAnt's 35.5 (F), and leads in 6 of 7 scored categories. 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 30
  • Schema & documentation, 68 against 43
  • Agent ergonomics, 79 against 66
  • Security & auth, 53 against 10
  • Maintenance & community, 72 against 5
  • Transparency & trust, 63 against 53

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

ScrapingAnt F

Good for A low-volume agent that wants cheap rendered fetches and a tiny tool list, and doesn't need an audit trail.

Also in its favour

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

Watch for

API Basics puts the key in the query string, so it lands in logs

Score by category

CategoryWeight this runOxylabs Web Scraper APIScrapingAntEdge
Reliability16%208030Oxylabs Web Scraper API +50
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26843Oxylabs Web Scraper API +25
Agent ergonomics13%16.27966Oxylabs Web Scraper API +13
Security & auth14%17.55310Oxylabs Web Scraper API +43
Payments & pricing10%12.54040even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8725Oxylabs Web Scraper API +67
Transparency & trust7%8.86353Oxylabs Web Scraper API +10
Negative events≤15-30
Total63 · B35.5 · F

Facts side by side

FactOxylabs Web Scraper APIScrapingAnt
KindHTTP APIHTTP API
Vendoroxylabs, UABScrapingAnt (DATAANT)
Hosted endpointhttps://realtime.oxylabs.io/v1/querieshttps://api.scrapingant.com/v2/general
TransportsHTTP, Streamable HTTP, stdioHTTP, Streamable HTTP
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 exposed103
Read-only variant documentednono
llms.txtyesno
MCP registryio.oxylabs/oxylabs-mcpnot listed
Last release2026-09-072024-07-16
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/wk90 npm/wk, 2k PyPI/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.

ScrapingAnt

10,000 free credits a month with no card. API Basics puts the key in the query string, so it lands in logs.

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

ScrapingAnt

  1. Send the key in the x-api-key header rather than the query string
  2. Use /v2/markdown for LLM input, and set browser=false on static pages to pay 1 credit instead of 10
  3. Switch to proxy_type=residential only after a 423 (anti-bot) response. It raises a browser request from 10 to 125 credits
  4. On the free plan a second concurrent request gets 409. Wait for the first to finish
  5. Google, Bing and Yandex result pages come back as raw HTML through /v2/general, so you parse them yourself

Questions

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

Oxylabs Web Scraper API scores 63 (B) on agent readiness against ScrapingAnt's 35.5 (F), and leads in 6 of 7 scored categories.

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

Both need an API key.

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

Yes. Oxylabs Web Scraper API has a hosted endpoint at https://realtime.oxylabs.io/v1/queries and ScrapingAnt at https://api.scrapingant.com/v2/general.

Other comparisons with Oxylabs Web Scraper API or ScrapingAnt

Machine-readable

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