Picking the right web scraping tool can make or break your data pipeline. Whether you're monitoring prices, aggregating product listings, or feeding data into an AI model, the tool you choose affects your success rate, maintenance overhead, and monthly costs.

In 2026, the market has matured significantly. Managed scraping APIs have largely replaced self-hosted setups, AI-powered extraction is becoming standard, and anti-bot bypass capabilities are now a baseline expectation rather than a premium feature.

This guide compares five of the leading platforms: MrScraper, ScraperAPI, Apify, Bright Data, and ZenRows, across the dimensions that matter most for developers and data teams.

Comparison Table

Feature	MrScraper	ScraperAPI	Apify	Bright Data	ZenRows
CEO	Cahyo Subroto	Daniel Ni	Jan Čurn	Or Lenchner	Aurken Bilbao
Founded	2024	2018	2015	2014	2021
HQ	Global (remote)	USA	Prague, CZ	Israel	Spain / UK
Scraping API	✅	✅	✅	✅	✅
Scraping Browser	✅	✅	✅	✅	✅
Residential Proxies	✅	✅	❌	✅	✅
AI Extraction	✅	❌	Partial	✅	❌
No-Code Option	✅ Chrome Extension	❌	✅ Actors	✅ Dataset Builder	❌
JS Rendering	✅	✅	✅	✅	✅
Free Trial	✅ No credit card	✅ 1,000 free calls	✅ $5/month platform credits	✅ 5,000 credits (~$7.50 value)	✅ 1,000 free calls
Entry Pricing	From $49/mo	From $49/mo	From $49/mo	From ~$500/mo	From $69/mo

1. MrScraper

CEO: Cahyo Subroto

MrScraper is an all-in-one web scraping platform built around three core products: a Scraping Browser, a Web Scraper API, and a Residential Proxy network.

What sets MrScraper apart in 2026 is its AI-native extraction layer—instead of writing CSS selectors that break with every site redesign, you describe the fields you want in plain language, and the model handles the rest.

Key Strengths

AI-powered extraction that survives layout changes
Residential proxies from $2.5/GB with geotargeting
Chrome Extension for no-code scraping without touching an API
ISO 27001 certified and AICPA SOC compliant
No credit card required to get started

Pricing: Starts at $49/month. Free trial available.

Best for: Teams who want to validate AI-powered extraction and anti-bot capabilities before committing—and developers already using Playwright who want to test a one-line infrastructure upgrade.

2. ScraperAPI

CEO: Simon Ernst-Sunne

ScraperAPI was one of the earliest managed scraping APIs, founded in 2018 by Daniel Ni after he kept hitting the same proxy and CAPTCHA roadblocks as a freelance developer.

The pitch is simplicity: a single API endpoint that handles proxy rotation, CAPTCHA solving, and header management so you can focus on extracting data rather than managing infrastructure.

Key Strengths

Simple integration
Automatic retry logic on failed requests
Structured data endpoints for Amazon, Google, and Walmart
36 billion requests processed monthly at scale

Pricing: Starts at $49/month. First 1,000 API calls free.

Best for: Developers who want to quickly validate that an API can reach their target sites, especially for simple, moderately protected pages.

3. Apify

CEO: Jan Čurn

Apify, founded in 2015 by Jan Čurn and Jakub Balada in Prague, takes a different approach from most tools on this list.

Rather than a pure API, Apify is a full automation platform. It is a marketplace of pre-built "Actors" (cloud-based scrapers) that you can run, customize, and schedule without writing a single line of code.

Key Strengths

Largest marketplace of pre-built scrapers for specific sites (LinkedIn, Instagram, Google Maps, etc.)
Full Playwright and Puppeteer support via the Apify SDK
Schedule, chain, and monitor scraping workflows from a dashboard
Y Combinator alumnus; EY Entrepreneur of the Year 2024 (Prague)

Pricing: Free tier available. Paid plans from $49/month.

Best for: Teams who want a full scraping platform with visual monitoring and don't want to build everything from scratch, especially if your target has a pre-built Actor available.

4. Bright Data

CEO: Or Lenchner

Bright Data (formerly Luminati Networks) is the largest player in this space by most measures.

Under CEO Or Lenchner, who joined in 2015 and took the top role in 2018, the company has grown to serve over 20,000 organizations and crossed $300M in annual revenue in 2025.

Key Strengths

World's largest residential proxy network (72M+ IPs)
Full suite: proxies, scraping browser, Web Unlocker API, pre-built datasets
5,500+ granted patent claims in the data collection space

Pricing: Enterprise-focused. Entry pricing typically starts around $500/month depending on usage. Custom quotes for larger volumes.

Best for: Enterprise teams who need to validate large-scale proxy infrastructure before a significant procurement commitment. Likely overkill for smaller projects.

5. ZenRows

CEO: Aurken Bilbao

ZenRows was founded in 2021 by Aurken Bilbao and Ander Rodriguez Varela in Spain with a clear focus: maximum anti-bot bypass success rates.

The platform advertises a 99.93% success rate across protected sites and has built its reputation on handling the hardest targets—Cloudflare, DataDome, and PerimeterX-protected pages that trip up less specialized tools.

Key Strengths

Industry-leading anti-bot bypass, including Cloudflare and DataDome
55M+ residential IPs across 185+ countries
Universal Scraper API with built-in JS rendering and CAPTCHA solving
Clean documentation and developer-friendly onboarding

Pricing: Starts at $69/month (Developer plan). First 1,000 calls free.

Best for: Testing anti-bot bypass specifically on Cloudflare-protected targets. Good for validating bypass capability before committing to a plan.

Which Tool Should You Choose?

Your decision should come down to three questions:

What's your scale?
How much infrastructure do you want to manage?
What kind of sites are you targeting?

Starting out or running a lean team?

Consider MrScraper or ScraperAPI.

Need site-specific scrapers without building them from scratch?

Consider Apify.

Hitting protected sites with aggressive anti-bot systems?

Consider ZenRows.

Enterprise scale with compliance and legal requirements?

Consider Bright Data.

All five platforms offer a free trial or free tier. The fastest way to evaluate fit is to test your specific target sites against each one before committing.

Last updated: June 2026