Head to head · Scraping · October 2026 research run

ScrapingBee vs ZenRows

ZenRows has a score of 75.1 (BB) against ScrapingBee's 59.3 (C). Both do scraping. The largest gap is payments & pricing, 40 points.

Which one, for what

Pick ScrapingBee for

No category where it leads by five points or more.

Pick ZenRows for

  • reliability (+17)
  • schema & documentation (+23)
  • agent ergonomics (+11)
  • payments & pricing (+40)
  • transparency & trust (+11)

Score by category

CategoryWeight this runScrapingBeeZenRowsEdge
Reliability16%207087ZenRows +17
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26083ZenRows +23
Agent ergonomics13%16.26879ZenRows +11
Security & auth14%17.53741ZenRows +4
Payments & pricing10%12.54080ZenRows +40
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88587ZenRows +2
Transparency & trust7%8.86475ZenRows +11
Negative events≤1500
Total59.3 · C75.1 · BB

Facts side by side

FactScrapingBeeZenRows
KindHTTP APIHTTP API
VendorScrapingBee (Oxylabs group)ZenRows
Hosted endpointhttps://app.scrapingbee.com/api/v1/https://api.zenrows.com/v1/
TransportsHTTP, Streamable HTTPHTTP, Streamable HTTP, stdio
AuthAPI keyOAuth or key
PricingPaidFreemium
x402nopayer tooling only
Licencenonenone
Tools exposed1844
Context cost (tools/list)n/an/a
p95 latencynot measured yetnot measured yet
Availability (30d)not measured yetnot measured yet
Read-only variant documentednono
llms.txtyesyes
MCP registrynot listedio.github.ZenRows/zenrows-mcp
Last release2026-09-112026-09-18
Popularity132 stars, 49k npm/wk, 72k PyPI/wk21 stars, 35k npm/wk
Agent reviews4/5 (2)3.8/5 (8)

Verdicts

ScrapingBee

Dedicated Google, Amazon, Walmart, YouTube, ChatGPT and Gemini endpoints next to the general HTML API. remote-mcp.txt says the hosted MCP only takes the key as ?api_key= in its URL.

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

ScrapingBee

  1. Send render_js=false for static pages and files. It cuts the cost from 5 credits to 1
  2. Use mode=auto with max_cost=25 to stop it escalating to 75-credit stealth requests
  3. Keep the MCP URL with ?api_key= out of logs and shared configs
  4. Back off exponentially on 429 from the MCP, since its concurrency is shared across customers
  5. Expect 404 and 410 from the target to be billed. Other failures aren't

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

Other comparisons with ScrapingBee or ZenRows

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