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Benchmarked comparison

Bright Data vs Oxylabs

vs
The verdictBright 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).

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.

CapabilityBright DataOxylabsWinner
Scrape-domainAccuracy6.660.72 · #6/68.740.93 · #1/6Oxylabs
ScrapeAnti-bot bypass7.8275% · #4/107.175% · #7/10Bright Data
CrawlCoverage4.470.10 · #4/53.180.27 · #5/5Bright 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"}'

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