Bright Data vs ScraperAPI
Choosing between Bright Data and ScraperAPI? 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 6.53); ScraperAPI leads on structured scraping of high-value domains (7.26 vs 6.66). On the headline test (scraping a page to clean, LLM-ready content), Bright Data scored 7.82/10 (anti-bot bypass 75%) versus 6.53/10 for ScraperAPI. 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 | ScraperAPI | Winner |
|---|---|---|---|
| ScrapeAnti-bot bypass | 7.8275% · #4/10 | 6.5362% · #10/10 | Bright Data |
| Scrape-domainAccuracy | 6.660.72 · #6/6 | 7.260.73 · #4/6 | ScraperAPI |
Beyond the overlap
Capabilities each provider scored on that the other doesn't cover.
Bright Data also does
- Crawl
ScraperAPI also does
- Screenshot
Bright Data — choose if
You face the hardest anti-bot targets and want the strongest unblocker + compliance posture.
ScraperAPI — choose if
You want the simplest possible unblocking call and don't need MCP-native discovery.
Bright Data — avoid if
You need crawl link-discovery — its url_collection dataset returns only the seed.
ScraperAPI — avoid if
You need cost transparency (credit multipliers bite) or a first-party MCP.
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"}'