Bright Data vs Oxylabs
Choosing between Bright Data and Oxylabs? Both are scraping & crawling providers you can call through a single Auxiliar key, so the honest answer is usually “use whichever wins the job in front of you” — and with one key and one bill, you don’t have to commit to either.
We ran both on the identical curator-fleet corpus. Bright Data leads on scraping a page to clean, LLM-ready content (7.82 vs 7.1); Oxylabs leads on structured scraping of high-value domains (8.74 vs 6.66). On the headline test (structured scraping of high-value domains), Bright Data scored 6.66/10 (accuracy 0.72) versus 8.74/10 for Oxylabs. The full measured breakdown is below.
Measured, side by side
Composite score /10 on each shared capability, from the Auxiliar curator fleet — same corpus for both.
| Capability | Bright Data | Oxylabs | Winner |
|---|---|---|---|
| Scrape-domainAccuracy | 6.660.72 · #6/6 | 8.740.93 · #1/6 | Oxylabs |
| ScrapeAnti-bot bypass | 7.8275% · #4/10 | 7.175% · #7/10 | Bright Data |
| CrawlCoverage | 4.470.10 · #4/5 | 3.180.27 · #5/5 | Bright Data |
Beyond the overlap
Capabilities each provider scored on that the other doesn't cover.
Bright Data also does
Nothing extra in the tested set.
Oxylabs also does
- Extract · CSS rules
- Act · NL-agent
Bright Data — choose if
You face the hardest anti-bot targets and want the strongest unblocker + compliance posture.
Oxylabs — choose if
You want enterprise-grade scraping, dedicated Amazon/Google parsers, or the leading NL-agent mode.
Bright Data — avoid if
You need crawl link-discovery — its url_collection dataset returns only the seed.
Oxylabs — avoid if
You need path-scoped crawl enumeration — its AI-prompt crawler can't do it.
One key. Every provider on this page.
Stop juggling signups and invoices. One Auxiliar API key calls all of them — upstream keys injected server-side, usage billed to a single balance. Swap the base URL and go.
curl https://api.auxiliar.ai/serper/search \ -H "Authorization: Bearer $AUXILIAR_API_KEY" \ -H "Content-Type: application/json" \ -d '{"q": "latest ai agent news"}'