# Bright Data vs ScraperAPI

> Bright Data scores 59.8 (C) to ScraperAPI's 52.1 (D) for scraping. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/bright-data-vs-scraperapi
- Markdown: https://www.anchorterminal.com/compare/bright-data-vs-scraperapi.md (~2,550 tokens)
- Slim: https://www.anchorterminal.com/compare/bright-data-vs-scraperapi.min.md (~680 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/bright-data-vs-scraperapi.json (this page as data, same URL with Accept: application/json)
- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- Updated: 2026-10-09

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.

- Bright Data: grade C, 59.8/100, rank #537 of 950. Markdown https://www.anchorterminal.com/tools/bright-data.md · JSON https://www.anchorterminal.com/api/v1/tools/bright-data.json
- ScraperAPI: grade D, 52.1/100, rank #739 of 950. Markdown https://www.anchorterminal.com/tools/scraperapi.md · JSON https://www.anchorterminal.com/api/v1/tools/scraperapi.json
- Best web scraping and crawling APIs for AI agents: https://www.anchorterminal.com/best/web-scrapers/index.md
- All 167 scrapers comparisons: https://www.anchorterminal.com/compare/web-scrapers/index.md

## Which one, for what

### Bright Data (C)

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

### ScraperAPI (D)

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 | Bright Data | ScraperAPI | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 35 | 45 | ScraperAPI +10 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 74 | 67 | Bright Data +7 |
| Agent ergonomics | 13% (16.2 this run) | 82 | 74 | Bright Data +8 |
| Security & auth | 14% (17.5 this run) | 57 | 29 | Bright Data +28 |
| Payments & pricing | 10% (12.5 this run) | 40 | 40 | even |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 84 | 61 | Bright Data +23 |
| Transparency & trust | 7% (8.8 this run) | 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

1. Connect with OAuth or keep the `?token=` URL out of logs and shared configs
2. Add `groups=` or `tools=` to the MCP URL only for the extractors you need. The full set is 69 tools
3. Retry `reject_block` errors, since each attempt uses a different peer. Certificate and DNS errors fail the same way twice
4. Back off on a 429 `sr_rate_limit`. Bright Data throttles a target whose success rate drops
5. Use the batch tools for up to 10 searches or scrapes in one call

### ScraperAPI

1. 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
2. Send the key as the `x-sapi-api_key` header to keep it out of URLs and logs
3. Pass `max_cost` on each request, or call `/account/urlcost` first, because domain and anti-bot surcharges vary from 1 to 75 credits
4. Use `output_format=markdown` or `text` to cut response size, and `autoparse=true` only on supported domains
5. 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.


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/bright-data-vs-scraperapi.json, and with the fewest tokens: https://www.anchorterminal.com/compare/bright-data-vs-scraperapi.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "bright-data", "b": "scraperapi"}`. From a terminal: `anchor compare bright-data scraperapi`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/bright-data.json and https://www.anchorterminal.com/api/v1/tools/scraperapi.json

## Other comparisons with Bright Data or ScraperAPI

- [Bright Data vs Firecrawl MCP](https://www.anchorterminal.com/compare/bright-data-vs-firecrawl-mcp.md)
- [Bright Data vs Diffbot](https://www.anchorterminal.com/compare/bright-data-vs-diffbot.md)
- [Bright Data vs Jina Reader](https://www.anchorterminal.com/compare/bright-data-vs-jina-reader.md)
- [Bright Data vs Olostep](https://www.anchorterminal.com/compare/bright-data-vs-olostep.md)
- [Bright Data vs Oxylabs Web Scraper API](https://www.anchorterminal.com/compare/bright-data-vs-oxylabs-web-scraper.md)
- [Bright Data vs Scrape.do](https://www.anchorterminal.com/compare/bright-data-vs-scrape-do.md)
- [Bright Data vs ScrapeGraphAI](https://www.anchorterminal.com/compare/bright-data-vs-scrapegraphai.md)
- [Bright Data vs Scrapeless](https://www.anchorterminal.com/compare/bright-data-vs-scrapeless.md)
- [Bright Data vs Scrapfly](https://www.anchorterminal.com/compare/bright-data-vs-scrapfly.md)
- [Bright Data vs ScrapingAnt](https://www.anchorterminal.com/compare/bright-data-vs-scrapingant.md)
- [Bright Data vs ScrapingBee](https://www.anchorterminal.com/compare/bright-data-vs-scrapingbee.md)
- [Bright Data vs Scrapingdog](https://www.anchorterminal.com/compare/bright-data-vs-scrapingdog.md)
- [Bright Data vs Spider](https://www.anchorterminal.com/compare/bright-data-vs-spider-cloud.md)
- [Bright Data vs ZenRows](https://www.anchorterminal.com/compare/bright-data-vs-zenrows.md)
- [Bright Data vs Zyte API](https://www.anchorterminal.com/compare/bright-data-vs-zyte.md)
- [Jina Reader vs ScraperAPI](https://www.anchorterminal.com/compare/jina-reader-vs-scraperapi.md)
- [Olostep vs ScraperAPI](https://www.anchorterminal.com/compare/olostep-vs-scraperapi.md)
- [Oxylabs Web Scraper API vs ScraperAPI](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scraperapi.md)
- [Scrape.do vs ScraperAPI](https://www.anchorterminal.com/compare/scrape-do-vs-scraperapi.md)
- [ScrapeGraphAI vs ScraperAPI](https://www.anchorterminal.com/compare/scrapegraphai-vs-scraperapi.md)
- [Scrapeless vs ScraperAPI](https://www.anchorterminal.com/compare/scrapeless-vs-scraperapi.md)
- [ScraperAPI vs Scrapfly](https://www.anchorterminal.com/compare/scraperapi-vs-scrapfly.md)
- [ScraperAPI vs ScrapingAnt](https://www.anchorterminal.com/compare/scraperapi-vs-scrapingant.md)
- [ScraperAPI vs ScrapingBee](https://www.anchorterminal.com/compare/scraperapi-vs-scrapingbee.md)
- [ScraperAPI vs Scrapingdog](https://www.anchorterminal.com/compare/scraperapi-vs-scrapingdog.md)
- [ScraperAPI vs Spider](https://www.anchorterminal.com/compare/scraperapi-vs-spider-cloud.md)
- [ScraperAPI vs ZenRows](https://www.anchorterminal.com/compare/scraperapi-vs-zenrows.md)
- [ScraperAPI vs Zyte API](https://www.anchorterminal.com/compare/scraperapi-vs-zyte.md)
- [Diffbot vs ScraperAPI](https://www.anchorterminal.com/compare/diffbot-vs-scraperapi.md)
- [Firecrawl MCP vs ScraperAPI](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scraperapi.md)
- [Apify MCP Server vs Bright Data](https://www.anchorterminal.com/compare/apify-mcp-vs-bright-data.md)
- [Apify MCP Server vs ScraperAPI](https://www.anchorterminal.com/compare/apify-mcp-vs-scraperapi.md)