Head to head · Scraping · October 2026 research run
Bright Data vs ScraperAPI
Bright Data scores 59.8 (C) on agent readiness against ScraperAPI's 52.1 (D), and leads in 5 of 7 scored categories. ScraperAPI leads on reliability. Both do scraping.
Best web scraping and crawling APIs for AI agents · All 167 scrapers comparisons
Which one, for what
Good for Hard targets and site-specific structured data (Amazon, LinkedIn, Instagram, Google Maps) at volume.
Ahead on
- Schema & documentation, 74 against 67
- Agent ergonomics, 82 against 74
- Security & auth, 57 against 29
- Maintenance & community, 84 against 61
- Transparency & trust, 59 against 54
Watch for
No public status page or incident history
Good for Agents that want a single GET to fetch pages through proxies, with parsed JSON for Amazon, Google, Walmart, eBay and Redfin and a batch API of up to 50,000 URLs.
Ahead on
- Reliability, 45 against 35
Also in its favour
- Runs on your own machine
Watch for
No status page is linked from the home, pricing, support or docs pages, although the pricing page lists a 99.9% uptime guarantee
Score by category
| Category | Weight this run | Bright Data | ScraperAPI | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 35 | 45 | ScraperAPI +10 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 74 | 67 | Bright Data +7 |
| Agent ergonomics | 13%16.2 | 82 | 74 | Bright Data +8 |
| Security & auth | 14%17.5 | 57 | 29 | Bright Data +28 |
| 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 | 61 | Bright Data +23 |
| Transparency & trust | 7%8.8 | 59 | 54 | Bright Data +5 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 59.8 · C | 52.1 · D |
Facts side by side
| Fact | Bright Data | ScraperAPI |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Bright Data | ScraperAPI (saas.group) |
| Hosted endpoint | https://api.brightdata.com/request | https://api.scraperapi.com |
| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP, stdio |
| Auth | OAuth or key | API key |
| Pricing | Freemium | Freemium |
| x402 | no | no |
| Tools exposed | 69 | 28 |
| Read-only variant documented | no | yes |
| llms.txt | yes | yes |
| MCP registry | io.github.brightdata/brightdata-mcp | not listed |
| Last release | 2026-09-15 | 2026-08-07 |
| Terms last updated | 2026-06-16 | couldn't be read |
| Privacy policy last updated | 2026-05-14 | no date given |
| Customer content may train models | not found in the text | couldn't be read |
| Terms restrict automated access | not found in the text | couldn't be read |
| Terms restrict benchmarking | yes | couldn't be read |
| Terms or service can change without notice | yes | couldn't be read |
| Arbitration or class-action waiver | yes | couldn't be read |
| Popularity | 2.6k stars | 5 stars |
| 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.
ScraperAPI
One GET request with a key and a URL returns a page, and the MCP server's 28 tools carry read-only and destructive hints. No status page, OpenAPI file, security.txt or certification was found, and the documented default puts the API key in the URL query string.
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
ScraperAPI
- Set the client timeout to 70 seconds. The API retries for that long before it returns 500, and a request cancelled earlier is still charged
- Send the key as the
x-sapi-api_keyheader to keep it out of URLs and logs - Pass
max_coston each request, or call/account/urlcostfirst, because domain and anti-bot surcharges vary from 1 to 75 credits - Use
output_format=markdownortextto cut response size, andautoparse=trueonly on supported domains - On 429 reduce concurrency to the plan limit (5 on Free, 20 on Hobby). The request is rejected, not queued
Questions
Which is better for AI agents, Bright Data or ScraperAPI?
Bright Data scores 59.8 (C) on agent readiness against ScraperAPI's 52.1 (D), and leads in 5 of 7 scored categories. ScraperAPI leads on reliability.
Do Bright Data and ScraperAPI need an API key?
Bright Data takes an API key or an OAuth sign-in. ScraperAPI needs an API key.
Can an agent call Bright Data and ScraperAPI without installing anything?
Yes. Bright Data has a hosted endpoint at https://api.brightdata.com/request and ScraperAPI at https://api.scraperapi.com.
Other comparisons with Bright Data or ScraperAPI
- Bright Data vs Firecrawl MCP
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- Bright Data vs Oxylabs Web Scraper API
- Bright Data vs Scrape.do
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- Bright Data vs Scrapeless
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- Bright Data vs ScrapingAnt
- Bright Data vs ScrapingBee
- Bright Data vs Scrapingdog
- Bright Data vs Spider
- Bright Data vs ZenRows
- Bright Data vs Zyte API
- Jina Reader vs ScraperAPI
- Olostep vs ScraperAPI
- Oxylabs Web Scraper API vs ScraperAPI
- Scrape.do vs ScraperAPI
- ScrapeGraphAI vs ScraperAPI
- Scrapeless vs ScraperAPI
- ScraperAPI vs Scrapfly
- ScraperAPI vs ScrapingAnt
- ScraperAPI vs ScrapingBee
- ScraperAPI vs Scrapingdog
- ScraperAPI vs Spider
- ScraperAPI vs ZenRows
- ScraperAPI vs Zyte API
- Diffbot vs ScraperAPI
- Firecrawl MCP vs ScraperAPI
- Apify MCP Server vs Bright Data
- Apify MCP Server vs ScraperAPI
Machine-readable
- This page as Markdown
/compare/bright-data-vs-scraperapi.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/bright-data.json·/api/v1/tools/scraperapi.json - From a terminal
anchor compare bright-data scraperapi(the CLI) - Over MCP
compare_tools {"a": "bright-data", "b": "scraperapi"}at/mcp, no key