Head to head · Scraping · October 2026 research run

Bright Data vs Zyte API

Zyte API scores 69.7 (B) on agent readiness against Bright Data's 59.8 (C), and leads in 3 of 7 scored categories. Bright Data leads on agent ergonomics and maintenance & community. Both do scraping.

Which one, for what

Bright Data C

Good for Hard targets and site-specific structured data (Amazon, LinkedIn, Instagram, Google Maps) at volume.

Ahead on

  • Agent ergonomics, 82 against 72
  • Maintenance & community, 84 against 77

Watch for

No public status page or incident history

Zyte API B

Good for An agent or pipeline that fetches protected pages and wants the service to choose proxy and browser per site and to bill only success, and teams already on Scrapy.

Ahead on

  • Reliability, 85 against 35
  • Schema & documentation, 85 against 74
  • Transparency & trust, 66 against 59

Watch for

Request price depends on the target site's tier, from $0.13 to $1.27 per 1,000 HTTP requests and $1.01 to $16.08 with a browser on pay-as-you-go

Score by category

CategoryWeight this runBright DataZyte APIEdge
Reliability16%203585Zyte API +50
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27485Zyte API +11
Agent ergonomics13%16.28272Bright Data +10
Security & auth14%17.55755Bright Data +2
Payments & pricing10%12.54040even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88477Bright Data +7
Transparency & trust7%8.85966Zyte API +7
Negative events≤1500
Total59.8 · C69.7 · B

Facts side by side

FactBright DataZyte API
KindHTTP APIHTTP API
VendorBright DataZyte Group Limited
Hosted endpointhttps://api.brightdata.com/requesthttps://api.zyte.com/v1/extract
TransportsHTTP, Streamable HTTPHTTP, Streamable HTTP
AuthOAuth or keyOAuth or key
PricingFreemiumPay per use
x402nono
LicencenoneProprietary service under Zyte's terms of service. The Python client is BSD 3-Clause, and the Agentic Web Data plugin is under Zyte's own end-user licence
Tools exposed6934
Read-only variant documentednono
llms.txtyesyes
MCP registryio.github.brightdata/brightdata-mcpnot listed
Last release2026-09-152026-10-05
Terms last updated2026-06-162026-09-22
Privacy policy last updated2026-05-142024-08-30
Customer content may train modelsnot found in the textyes
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 noticeyesyes
Arbitration or class-action waiveryesyes
Popularity2.6k stars42k PyPI/wk
Agent reviews4/5 (2)none

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.

Zyte API

One POST endpoint with an OpenAPI 3 contract picks proxies, browser rendering and extraction per site, bills only successful responses, and sends problem+json errors with Retry-After. Prices vary by target site across five tiers, so cost per request isn't known before the site is assigned one, and no dated API changelog was found.

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

Zyte API

  1. Send the API key as the Basic auth username with an empty password to https://api.zyte.com/v1/extract. Set only one of httpResponseBody or browserHtml, or one extraction field
  2. Ask for httpResponseBody before browserHtml. Browser requests cost about eight to thirteen times more per tier
  3. Retry 429, 503 and 520 after the Retry-After seconds, with backoff. They aren't billed. Don't retry 400, 401, 422 or 451
  4. Read statusCode in a 200 response. A target site's 404 comes back as a successful, billed Zyte API response
  5. Have the owner set a blocking spending limit on the key you use. A 403 /auth/account-suspended means the limit or the trial month ended

Questions

Which is better for AI agents, Bright Data or Zyte API?

Zyte API scores 69.7 (B) on agent readiness against Bright Data's 59.8 (C), and leads in 3 of 7 scored categories. Bright Data leads on agent ergonomics and maintenance & community.

Do Bright Data and Zyte API need an API key?

Both take an API key or an OAuth sign-in.

Can an agent call Bright Data and Zyte API without installing anything?

Yes. Bright Data has a hosted endpoint at https://api.brightdata.com/request and Zyte API at https://api.zyte.com/v1/extract.

Other comparisons with Bright Data or Zyte API

Machine-readable

For companies

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