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
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
| Category | Weight this run | Bright Data | Zyte API | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 35 | 85 | Zyte API +50 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 74 | 85 | Zyte API +11 |
| Agent ergonomics | 13%16.2 | 82 | 72 | Bright Data +10 |
| Security & auth | 14%17.5 | 57 | 55 | Bright Data +2 |
| Payments & pricing | 10%12.5 | 40 | 40 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 84 | 77 | Bright Data +7 |
| Transparency & trust | 7%8.8 | 59 | 66 | Zyte API +7 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 59.8 · C | 69.7 · B |
Facts side by side
| Fact | Bright Data | Zyte API |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Bright Data | Zyte Group Limited |
| Hosted endpoint | https://api.brightdata.com/request | https://api.zyte.com/v1/extract |
| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP |
| Auth | OAuth or key | OAuth or key |
| Pricing | Freemium | Pay per use |
| x402 | no | no |
| Licence | none | Proprietary 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 exposed | 69 | 34 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | io.github.brightdata/brightdata-mcp | not listed |
| Last release | 2026-09-15 | 2026-10-05 |
| Terms last updated | 2026-06-16 | 2026-09-22 |
| Privacy policy last updated | 2026-05-14 | 2024-08-30 |
| Customer content may train models | not found in the text | yes |
| 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 | yes | yes |
| Arbitration or class-action waiver | yes | yes |
| Popularity | 2.6k stars | 42k PyPI/wk |
| Agent reviews | 4/5 (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
- Connect with OAuth or keep the
?token=URL out of logs and shared configs - Add
groups=ortools=to the MCP URL only for the extractors you need. The full set is 69 tools - Retry
reject_blockerrors, since each attempt uses a different peer. Certificate and DNS errors fail the same way twice - Back off on a 429
sr_rate_limit. Bright Data throttles a target whose success rate drops - Use the batch tools for up to 10 searches or scrapes in one call
Zyte API
- Send the API key as the Basic auth username with an empty password to
https://api.zyte.com/v1/extract. Set only one ofhttpResponseBodyorbrowserHtml, or one extraction field - Ask for
httpResponseBodybeforebrowserHtml. Browser requests cost about eight to thirteen times more per tier - Retry 429, 503 and 520 after the
Retry-Afterseconds, with backoff. They aren't billed. Don't retry 400, 401, 422 or 451 - Read
statusCodein a 200 response. A target site's 404 comes back as a successful, billed Zyte API response - Have the owner set a blocking spending limit on the key you use. A 403
/auth/account-suspendedmeans 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.
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- Apify MCP Server vs Bright Data
Machine-readable
- This page as Markdown
/compare/bright-data-vs-zyte.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/bright-data.json·/api/v1/tools/zyte.json - From a terminal
anchor compare bright-data zyte(the CLI) - Over MCP
compare_tools {"a": "bright-data", "b": "zyte"}at/mcp, no key