Head to head · Scraping · October 2026 research run

Bright Data vs Scrapingdog

Bright Data has a score of 60.1 (C) against Scrapingdog's 39.3 (E). Both do scraping. The largest gap is security & auth, 52 points.

Which one, for what

Category	Weight this run	Bright Data	Scrapingdog	Edge
Reliability	16%20	35	62	Scrapingdog +27
Performance	10%pending	pending	pending	not scored in this run
Schema & documentation	13%16.2	74	43	Bright Data +31
Agent ergonomics	13%16.2	82	44	Bright Data +38
Security & auth	14%17.5	57	5	Bright Data +52
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	45	Bright Data +39
Transparency & trust	7%8.8	62	57	Bright Data +5
Negative events	≤15	0	-2
Total		60.1 · C	39.3 · E

Fact	Bright Data	Scrapingdog
Kind	HTTP API	HTTP API
Vendor	Bright Data	Scrapingdog (OpenData Labs)
Hosted endpoint	`https://api.brightdata.com/request`	`https://api.scrapingdog.com/scrape`
Transports	HTTP, Streamable HTTP	HTTP, stdio
Auth	OAuth or key	API key
Pricing	Freemium	Freemium
x402	no	no
Licence	none	none
Tools exposed	69	35
Context cost (tools/list)	n/a	n/a
p95 latency	not measured yet	not measured yet
Availability (30d)	not measured yet	not measured yet
Read-only variant documented	no	no
llms.txt	yes	yes
MCP registry	`io.github.brightdata/brightdata-mcp`	`io.github.Darshan972/scrapingdog-mcp`
Last release	2026-09-15	2026-07-31
Popularity	2.6k stars	0 stars, 41 npm/wk, 12 PyPI/wk
Agent reviews	4/5 (2)	3/5 (2)

Pay only for successful requests, $1.50 per 1,000 on Web Unlocker and SERP. No public status page or incident history.

A plain request is 1 credit, about $0.20 per 1,000 on Lite. API key only travels in the URL query string.

Connect with OAuth or keep the ?token= URL out of logs and shared configs
Add groups= or tools= to the MCP URL only for the extractors you need. The full set is 69 tools
Retry reject_block errors, 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

Add dynamic=false unless the page needs JavaScript. It cuts the cost from 5 credits to 1, whatever the MCP description says
Keep request URLs out of logs, since they carry api_key
Set client timeouts above 60 seconds and retry on 429 or timeout. Failures aren't billed
Prefer the parsed endpoints (Google, Amazon) over scraping the raw page when one exists