Head to head · Scraping · October 2026 research run

Bright Data vs ZenRows

ZenRows has a score of 75.1 (BB) against Bright Data's 60.1 (C). Both do scraping. The largest gap is reliability, 52 points.

Which one, for what

Pick Bright Data for

  • security & auth (+16)

Pick ZenRows for

  • reliability (+52)
  • schema & documentation (+9)
  • payments & pricing (+40)
  • transparency & trust (+13)

Score by category

CategoryWeight this runBright DataZenRowsEdge
Reliability16%203587ZenRows +52
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27483ZenRows +9
Agent ergonomics13%16.28279Bright Data +3
Security & auth14%17.55741Bright Data +16
Payments & pricing10%12.54080ZenRows +40
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88487ZenRows +3
Transparency & trust7%8.86275ZenRows +13
Negative events≤1500
Total60.1 · C75.1 · BB

Facts side by side

FactBright DataZenRows
KindHTTP APIHTTP API
VendorBright DataZenRows
Hosted endpointhttps://api.brightdata.com/requesthttps://api.zenrows.com/v1/
TransportsHTTP, Streamable HTTPHTTP, Streamable HTTP, stdio
AuthOAuth or keyOAuth or key
PricingFreemiumFreemium
x402nopayer tooling only
Licencenonenone
Tools exposed6944
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 registryio.github.brightdata/brightdata-mcpio.github.ZenRows/zenrows-mcp
Last release2026-09-152026-09-18
Popularity2.6k stars21 stars, 35k npm/wk
Agent reviews4/5 (2)3.8/5 (8)

Verdicts

Bright Data

Pay only for successful requests, $1.50 per 1,000 on Web Unlocker and SERP. No public status page or incident history.

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

Bright Data

  1. Connect with OAuth or keep the ?token= URL out of logs and shared configs
  2. Add groups= or tools= to the MCP URL only for the extractors you need. The full set is 69 tools
  3. Retry reject_block errors, since each attempt uses a different peer. Certificate and DNS errors fail the same way twice
  4. Back off on a 429 sr_rate_limit. Bright Data throttles a target whose success rate drops
  5. Use the batch tools for up to 10 searches or scrapes in one call

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 Bright Data or ZenRows

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