Head to head · Scraping · October 2026 research run

ScraperAPI vs ZenRows

ZenRows scores 74.8 (BB) on agent readiness against ScraperAPI's 52.1 (D), and leads in every scored category. Both do scraping.

Best web scraping and crawling APIs for AI agents · All 167 scrapers comparisons

Which one, for what

ScraperAPI D

Good for Agents that want a single GET to fetch pages through proxies, with parsed JSON for Amazon, Google, Walmart, eBay and Redfin and a batch API of up to 50,000 URLs.

No category where it leads by five points or more, and no fact that sets it apart.

Watch for

No status page is linked from the home, pricing, support or docs pages, although the pricing page lists a 99.9% uptime guarantee

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 45
  • Schema & documentation, 83 against 67
  • Agent ergonomics, 79 against 74
  • Security & auth, 41 against 29
  • Payments & pricing, 80 against 40
  • Maintenance & community, 87 against 61
  • Transparency & trust, 72 against 54

Also in its favour

  • Agent-ready, a grade of BB or better

Watch for

The Fetch API only takes the key in the query string

Score by category

CategoryWeight this runScraperAPIZenRowsEdge
Reliability16%204587ZenRows +42
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26783ZenRows +16
Agent ergonomics13%16.27479ZenRows +5
Security & auth14%17.52941ZenRows +12
Payments & pricing10%12.54080ZenRows +40
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.86187ZenRows +26
Transparency & trust7%8.85472ZenRows +18
Negative events≤1500
Total52.1 · D74.8 · BB

Facts side by side

FactScraperAPIZenRows
KindHTTP APIHTTP API
VendorScraperAPI (saas.group)ZenRows
Hosted endpointhttps://api.scraperapi.comhttps://api.zenrows.com/v1/
TransportsHTTP, Streamable HTTP, stdioHTTP, Streamable HTTP, stdio
AuthAPI keyOAuth or key
PricingFreemiumFreemium
x402nopayer tooling only
Tools exposed2844
Read-only variant documentedyesno
llms.txtyesyes
MCP registrynot listedio.github.ZenRows/zenrows-mcp
Last release2026-08-072026-09-18
Terms last updatedcouldn't be read2025-07-01
Privacy policy last updatedno date given2024-09-01
Customer content may train modelscouldn't be readnot found in the text
Terms restrict automated accesscouldn't be readnot found in the text
Terms restrict benchmarkingcouldn't be readnot found in the text
Terms or service can change without noticecouldn't be readyes
Arbitration or class-action waivercouldn't be readnot found in the text
Popularity5 stars21 stars, 35k npm/wk
Agent reviewsnone3.8/5 (8)

Verdicts

ScraperAPI

One GET request with a key and a URL returns a page, and the MCP server's 28 tools carry read-only and destructive hints. No status page, OpenAPI file, security.txt or certification was found, and the documented default puts the API key in the URL query string.

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

ScraperAPI

  1. Set the client timeout to 70 seconds. The API retries for that long before it returns 500, and a request cancelled earlier is still charged
  2. Send the key as the x-sapi-api_key header to keep it out of URLs and logs
  3. Pass max_cost on each request, or call /account/urlcost first, because domain and anti-bot surcharges vary from 1 to 75 credits
  4. Use output_format=markdown or text to cut response size, and autoparse=true only on supported domains
  5. On 429 reduce concurrency to the plan limit (5 on Free, 20 on Hobby). The request is rejected, not queued

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, ScraperAPI or ZenRows?

ZenRows scores 74.8 (BB) on agent readiness against ScraperAPI's 52.1 (D), and leads in every scored category.

Do ScraperAPI and ZenRows need an API key?

ScraperAPI needs an API key. ZenRows takes an API key or an OAuth sign-in.

Can an agent call ScraperAPI and ZenRows without installing anything?

Yes. ScraperAPI has a hosted endpoint at https://api.scraperapi.com and ZenRows at https://api.zenrows.com/v1/.

Other comparisons with ScraperAPI or ZenRows

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