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If you need something lighter, cheaper, or more tuned to feeding an AI agent, there are solid options worth comparing before you commit.
Why Switch
Why people look for Bright Data alternatives
Bright Data's infrastructure (400M+ proxy IPs, dataset marketplace, multiple API layers) is built for large-scale operations, which can feel like overkill if you just need to pull data from a handful of sites.
Several of its heavier products require a sales conversation rather than a self-serve checkout, so you won't always know the price before you talk to someone.
Its MCP server is community-built rather than officially maintained, so it can lag behind product updates if you're wiring it directly into Claude, ChatGPT, or Gemini.
If your job is just controlling a browser (clicking, filling forms, taking screenshots) a free library does that without any platform layer on top.
Some teams specifically want output that's already cleaned and chunked for an LLM, not raw proxy access they still have to process themselves.
Alternatives
Best Bright Data alternatives
8 alternatives ranked. 14 offer free plans.
Firecrawl
Teams feeding scraped data straight into AI agents or RAG pipelines
API platform that helps AI agents search, scrape, and interact with web content at scale, delivering clean LLM-ready data.
Why consider Firecrawl
Firecrawl is built specifically to turn websites into LLM-ready data, not just raw HTML. The claimed 96% web coverage on JS-heavy pages and 93% fewer input tokens than typical scraped output are the kind of numbers that matter once you're paying per token downstream.
Pros
- +Free to start
- +Open source with 159.8K GitHub stars
- +Multiple output formats: Markdown, JSON, screenshots
Cons
- −No published proxy network of its own, so heavily protected sites may need extra tooling
- −Less mature enterprise track record than Bright Data's 20,000+ customer base
ScrapingBee
Developers who want a scraping API without building proxy rotation themselves
Web scraping API that handles proxy rotation, browser rendering, and anti-bot defenses without manual infrastructure management.
Why consider ScrapingBee
ScrapingBee hides the proxy rotation and anti-bot headaches behind a single API call, with headless Chrome rendering built in. The natural-language AI extraction feature is a nice shortcut if you don't want to write custom parsing logic for every site.
Pros
- +1,000 free credits to test before paying
- +Automatic proxy rotation with premium and stealth options
- +AI-powered extraction using natural language queries
Cons
- −No public data on total proxy IP pool size
- −Scaling costs aren't detailed beyond the free tier
Apify
Teams that want pre-built scrapers instead of writing their own
Web scraping and data collection platform with 55,400+ ready-to-use tools (Actors) for AI, lead generation, and web automation.
Why consider Apify
Apify's 55,400+ Actor marketplace means someone has probably already built the scraper you need. That's a real time-saver compared to Bright Data's more DIY approach, though it comes with enterprise-only pricing.
Pros
- +55,400+ pre-built Actors ready to deploy
- +Supports Python, JavaScript, Playwright, Puppeteer, and Scrapy
- +SOC2, GDPR, and CCPA compliance with 99.95% uptime
Cons
- −Contact sales pricing, no public numbers to compare
- −Quality varies across a marketplace this large since not every Actor is built or maintained the same way
Scrape.do
Teams that need reliable data from specific major platforms
Web scraping toolkit for collecting public data at scale with proxy rotation, WAF/CAPTCHA bypass, and pre-built APIs for major websites.
Why consider Scrape.do
Scrape.do leans on pre-built Ready APIs for sites like Google, Amazon, and YouTube, so you're not reinventing scrapers for the most commonly targeted platforms. The 99.98% success rate claim is high even by scraping-industry standards.
Pros
- +1,000 free credits to start
- +99.98% success rate with automated proxy rotation
- +Pre-built APIs for Google, Amazon, and YouTube
Cons
- −No published figures on total proxy pool size
- −Custom or enterprise pricing isn't public
Oxylabs
Enterprises that want a Bright Data-sized proxy network alternative
Web data collection platform offering proxies, scraping APIs, and browser automation for accessing public web data at scale.
Why consider Oxylabs
Oxylabs is the closest thing here to a direct scale-for-scale match against Bright Data, with 175M+ residential IPs and sub-1-second average response times. It's a genuine option if proxy volume and speed are your main criteria.
Pros
- +175M+ residential IPs with 99%+ success rate
- +Sub-1 second average response time
- +AI-powered natural language data extraction tools
Cons
- −Contact sales pricing, same transparency issue as Bright Data's bigger tiers
- −Smaller proxy pool than Bright Data's stated 400M+ IPs
Puppeteer
Developers who want direct code-level control over a browser
JavaScript library providing high-level API to control Chrome or Firefox browsers for automation and testing.
Why consider Puppeteer
Puppeteer is a free library, not a platform, so there's no proxy network, dataset marketplace, or account manager involved. If you just need to script Chrome or Firefox and you're comfortable handling anti-bot measures yourself, it does the job for nothing.
Pros
- +Completely free
- +Controls Chrome and Firefox via DevTools Protocol and WebDriver BiDi
- +Runs headless by default with easy installation across package managers
Cons
- −No built-in proxy rotation or anti-bot handling, you build that yourself
- −No dataset or managed API layer, it's just browser control
Playwright
Teams already doing browser test automation who also scrape occasionally
Cross-browser test automation framework with auto-waiting, assertions, and AI agent integration for testing and browser automation.
Why consider Playwright
Playwright was built for testing first, but its cross-browser support and auto-wait behavior make it a solid free option if scraping is a secondary need rather than your core business. The built-in Trace Viewer and test generator are genuinely useful extras.
Pros
- +Free and open source
- +Full cross-browser support across Chromium, Firefox, and WebKit
- +Built-in Test Generator, Trace Viewer, and VS Code extension
Cons
- −No proxy infrastructure or anti-bot bypass baked in
- −Designed around testing workflows, so scraping-specific features are limited
Scrapy
Python developers who want to own their entire scraping stack
Open source web scraping framework for extracting public data at scale with Python.
Why consider Scrapy
Scrapy is a mature, free framework for anyone comfortable writing Python and assembling their own tooling around it. The async engine with smart throttling handles scale well, but you're responsible for everything Bright Data would otherwise manage for you.
Pros
- +Free and open source
- +Async engine with smart throttling built for crawling at scale
- +Extensible ecosystem for rendering, monitoring, and anti-ban add-ons
Cons
- −Requires Python and setup time, not a plug-and-play tool
- −No built-in proxy network or anti-bot bypass out of the box
Price Chart
How Bright Data compares on price
Bright Data uses custom pricing. Here's how the 33 alternatives compare by starting price. 14 offer a free plan.
Checklist
What to look for in an alternative
Start with what you're actually trying to do. Pulling a few thousand product pages a month is a different problem than running a 400-million-IP residential proxy operation, and the right tool for one is wasteful overkill for the other. Check how the pricing actually works.
Some tools here ( Firecrawl , Puppeteer , Playwright , Scrapy ) are free because they're libraries or open source projects you self-host. Others ( ScrapingBee , Scrape.do ) give you free credits to test before you pay.
A few ( Apify , Oxylabs ) push you toward contact sales , which means no public number until you talk to someone, the same friction Bright Data itself has for its bigger plans. If you're building anything AI-facing, look specifically at output format and token efficiency.
Firecrawl's claim of 93% fewer input tokens than typical scraped output matters a lot if you're paying per token to feed that data into an LLM.
Also check whether the tool ships a documented REST API or MCP server you can point Claude or ChatGPT at directly, since that's increasingly the difference between a tool that fits an AI workflow and one that needs a developer to bridge the gap.
For a deeper look at how these connection methods differ, see API vs MCP vs CLI.
FAQ
Frequently Asked Questions
Bright Data ships a community-built MCP server that lets you connect Claude, ChatGPT, Gemini, or Perplexity to its data infrastructure, plus a documented REST API with no official SDK. That works, but a community-maintained MCP server can lag behind product updates compared to an officially supported one.
Firecrawl, Puppeteer, Playwright, and Scrapy are all free, though Puppeteer, Playwright, and Scrapy are self-hosted libraries rather than managed platforms. ScrapingBee and Scrape.do both offer free credits (1,000 each) to test before you pay for anything.
Bright Data states 400M+ proxy IPs from 195 countries. Oxylabs is the closest competitor on this list with 175M+ residential IPs, though neither of the other alternatives publishes comparable proxy pool figures.
Yes, Firecrawl is open source and has 159.8K GitHub stars, along with a free tier to start with before scaling to paid usage.
Both are free browser automation libraries, but Puppeteer focuses on Chrome and Firefox via the DevTools Protocol and WebDriver BiDi, while Playwright supports Chromium, Firefox, and WebKit and includes built-in testing tools like a Trace Viewer and test generator.
Most do. Bright Data itself offers a documented REST API without an official SDK, which works fine for scheduled jobs, custom dashboards, and warehouse syncs if you're comfortable hitting it with plain HTTP.
A managed platform like Bright Data, Apify, or Oxylabs handles proxy rotation and anti-bot measures for you at a cost. A free library like Puppeteer, Playwright, or Scrapy costs nothing but puts that infrastructure work on you.
Still considering Bright Data?
Check it out before committing to an alternative.
More on Bright Data
Joonas Rotko
Author & founder of That Marketing Buddy
I score marketing software for AI-stack fit (MCP, API, agent-readiness), backed by 10+ years in digital marketing. I track 54 tools so you can find the right fit.
This page may contain affiliate links. I earn a commission at no extra cost to you. This never influences the recommendations.