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Playwright vs Puppeteer vs Selenium in 2026: Which One Actually Works for Scraping?

#playwright #webdev #tutorial #security

I have used all three in production. Here is the honest comparison.

TL;DR

  • Playwright: best for modern scraping (2026 recommendation)
  • Puppeteer: good for Chrome-only projects
  • Selenium: legacy projects only

Performance Comparison (2026 real numbers)

Metric Playwright Puppeteer Selenium
Pages/min (parallel) 120-180 100-150 40-60
Memory per tab 50-80 MB 60-90 MB 80-120 MB
Detection rate (default) 15-25% 25-40% 60-80%
Detection rate (patched) 5-10% 8-15% 20-35%

Playwright (Winner)

Pros:

  • Multi-browser: Chromium, Firefox, WebKit
  • Best async support
  • Anti-detection patches easier to apply
  • Fast parallel execution

Cons:

  • Larger install
  • Fewer StackOverflow answers 
from playwright.sync_api import sync_playwright

with sync_playwright() as p:
    browser = p.webkit.launch(headless=True)
    context = browser.new_context(
        user_agent="Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36",
        viewport={"width": 1280, "height": 720},
        locale="en-US",
        timezone_id="America/New_York"
    )
    page = context.new_page()
    page.goto("https://example.com")
    print(page.title())
    browser.close()
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Puppeteer

Pros:

  • Chrome-native
  • Huge community
  • puppeteer-extra-plugin-stealth is battle-tested

Cons:

  • Chrome only
  • Node.js only
  • Behind Playwright in features 
const puppeteer = require("puppeteer-extra");
const StealthPlugin = require("puppeteer-extra-plugin-stealth");

puppeteer.use(StealthPlugin());

(async () => {
  const browser = await puppeteer.launch({ headless: true });
  const page = await browser.newPage();
  await page.goto("https://example.com");
  console.log(await page.title());
  await browser.close();
})();
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Selenium

Pros:

  • Widest language support (Python, Java, C#, Ruby)
  • Legacy enterprise support

Cons:

  • Slowest (WebDriver protocol overhead)
  • Highest detection risk
  • navigator.webdriver = true trivially detected 
from selenium import webdriver
from selenium.webdriver.chrome.options import Options

options = Options()
options.add_experimental_option("excludeSwitches", ["enable-automation"])
options.add_experimental_option("useAutomationExtension", False)

driver = webdriver.Chrome(options=options)
driver.execute_script("Object.defineProperty(navigator, 'webdriver', {get: () => undefined})")
driver.get("https://example.com")
print(driver.title)
driver.quit()
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Headless vs Headful in 2026

Headless browsers are increasingly detectable. Options:

  1. Run headful in Xvfb on Linux
  2. Use Playwright's new headless mode 
# Less detectable headless mode
browser = p.chromium.launch(
    headless="new",
    args=["--disable-blink-features=AutomationControlled"]
)
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Real-World Result

After switching our production scrapers from Puppeteer to Playwright:

  • 40% fewer CAPTCHAs
  • 25% faster execution
  • Better maintainability

For 2026 scraping: Playwright wins.

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