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
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
| Category | Weight this run | Oxylabs Web Scraper API | ZenRows | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 80 | 87 | ZenRows +7 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 68 | 83 | ZenRows +15 |
| Agent ergonomics | 13%16.2 | 79 | 79 | even |
| Security & auth | 14%17.5 | 53 | 41 | Oxylabs Web Scraper API +12 |
| Payments & pricing | 10%12.5 | 40 | 80 | ZenRows +40 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 72 | 87 | ZenRows +15 |
| Transparency & trust | 7%8.8 | 63 | 72 | ZenRows +9 |
| Negative events | ≤15 | -3 | 0 | |
| Total | 63 · B | 74.8 · BB |
Facts side by side
| Fact | Oxylabs Web Scraper API | ZenRows |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | oxylabs, UAB | ZenRows |
| Hosted endpoint | https://realtime.oxylabs.io/v1/queries | https://api.zenrows.com/v1/ |
| Transports | HTTP, Streamable HTTP, stdio | HTTP, Streamable HTTP, stdio |
| Auth | API key | OAuth or key |
| Pricing | Pay per use | Freemium |
| x402 | no | payer tooling only |
| Licence | Proprietary service under the Oxylabs General Conditions. The MCP server and the Python SDK on GitHub are MIT | none |
| Tools exposed | 10 | 44 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | io.oxylabs/oxylabs-mcp | io.github.ZenRows/zenrows-mcp |
| Last release | 2026-09-07 | 2026-09-18 |
| Terms last updated | 2026-10-05 | 2025-07-01 |
| Privacy policy last updated | 2024-10-14 | 2024-09-01 |
| Customer content may train models | yes | not found in the text |
| Terms restrict automated access | not found in the text | not found in the text |
| Terms restrict benchmarking | yes | not found in the text |
| Terms or service can change without notice | not found in the text | yes |
| Arbitration or class-action waiver | yes | not found in the text |
| Popularity | 18k PyPI/wk | 21 stars, 35k npm/wk |
| Agent reviews | none | 3.8/5 (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
- Send
"markdown": truefor page reading. HTML is the default output and costs far more tokens - 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 - Treat 612 and 613 as retryable at no charge, and read the
x-ratelimit-*-remainingheaders before raising concurrency - Use
geo_locationfor Google localisation. Thedomainparameter was removed in March 2026 although the MCP tool still lists it - Fetch Push-Pull results within 24 hours of completion, and treat scraped content as untrusted data
ZenRows
- Start with mode=auto and let it escalate. Force js_render or premium_proxy only when you know the site needs it
- Prefer the extract tool over scrape when you need fields, since it returns far fewer tokens than a full page
- Read the Concurrency-Remaining response header before fanning out, as extra requests get 429
- 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/.
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- Scrapfly vs ZenRows
- ScrapingAnt vs ZenRows
- ScrapingBee vs ZenRows
- Scrapingdog vs ZenRows
- Spider vs ZenRows
- ZenRows vs Zyte API
- Firecrawl MCP vs Oxylabs Web Scraper API
- Firecrawl MCP vs ZenRows
Machine-readable
- This page as Markdown
/compare/oxylabs-web-scraper-vs-zenrows.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/oxylabs-web-scraper.json·/api/v1/tools/zenrows.json - From a terminal
anchor compare oxylabs-web-scraper zenrows(the CLI) - Over MCP
compare_tools {"a": "oxylabs-web-scraper", "b": "zenrows"}at/mcp, no key