Head to head · Scraping · October 2026 research run

Oxylabs Web Scraper API vs ZenRows

ZenRows scores 74.8 (BB) on agent readiness against Oxylabs Web Scraper API's 63 (B), and leads in 5 of 7 scored categories. Oxylabs Web Scraper API leads on security & auth. 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

  • Security & auth, 53 against 41

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

ZenRows BB

Good for An agent hitting protected sites that wants the service to choose the setup and bill only success, and for agents that must onboard without a human.

Ahead on

  • Reliability, 87 against 80
  • Schema & documentation, 83 against 68
  • Payments & pricing, 80 against 40
  • Maintenance & community, 87 against 72
  • Transparency & trust, 72 against 63

Also in its favour

  • Agent-ready, a grade of BB or better
  • No incidents deducted, where Oxylabs Web Scraper API loses 3 points for them

Watch for

The Fetch API only takes the key in the query string

Score by category

CategoryWeight this runOxylabs Web Scraper APIZenRowsEdge
Reliability16%208087ZenRows +7
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26883ZenRows +15
Agent ergonomics13%16.27979even
Security & auth14%17.55341Oxylabs Web Scraper API +12
Payments & pricing10%12.54080ZenRows +40
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87287ZenRows +15
Transparency & trust7%8.86372ZenRows +9
Negative events≤15-30
Total63 · B74.8 · BB

Facts side by side

FactOxylabs Web Scraper APIZenRows
KindHTTP APIHTTP API
Vendoroxylabs, UABZenRows
Hosted endpointhttps://realtime.oxylabs.io/v1/querieshttps://api.zenrows.com/v1/
TransportsHTTP, Streamable HTTP, stdioHTTP, Streamable HTTP, stdio
AuthAPI keyOAuth or key
PricingPay per useFreemium
x402nopayer tooling only
LicenceProprietary service under the Oxylabs General Conditions. The MCP server and the Python SDK on GitHub are MITnone
Tools exposed1044
Read-only variant documentednono
llms.txtyesyes
MCP registryio.oxylabs/oxylabs-mcpio.github.ZenRows/zenrows-mcp
Last release2026-09-072026-09-18
Terms last updated2026-10-052025-07-01
Privacy policy last updated2024-10-142024-09-01
Customer content may train modelsyesnot found in the text
Terms restrict automated accessnot found in the textnot found in the text
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/wk21 stars, 35k npm/wk
Agent reviewsnone3.8/5 (8)

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.

ZenRows

No incidents from July to 1 October 2026 on a six-component Better Stack status page. The Fetch API only takes the key in the query string.

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

ZenRows

  1. Start with mode=auto and let it escalate. Force js_render or premium_proxy only when you know the site needs it
  2. Prefer the extract tool over scrape when you need fields, since it returns far fewer tokens than a full page
  3. Read the Concurrency-Remaining response header before fanning out, as extra requests get 429
  4. Set ZENROWS_AUTO_SIGNUP=false in stdio configs so a missing key fails loudly instead of creating an account

Questions

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

ZenRows scores 74.8 (BB) on agent readiness against Oxylabs Web Scraper API's 63 (B), and leads in 5 of 7 scored categories. Oxylabs Web Scraper API leads on security & auth.

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

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

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

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

Other comparisons with Oxylabs Web Scraper API or ZenRows

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.