10 Best Web Scraping Tools for JavaScript of 2026

1. 1

   Playwright

   Microsoft's open source browser automation framework that drives Chromium, Firefox and WebKit from one Node.js API.

   9.8overall

   Microsoft's open source browser automation framework that drives Chromium, Firefox and WebKit from one Node.js API.

   Best forNode.js developers scraping JavaScript-heavy sites, logged-in pages and multi-step flows

   Adoption data

   24.9%In the 2026 Stack Overflow Developer Survey, 2,642 of 10,604 respondents to the code testing and reliability tools question, or 24.9%, said they had done extensive work with Playwright in the past year, more than for Selenium or Cypress.

   Stack Overflow, Code testing, reliability and maintainability tools, Technology data 2026, Stack Overflow Developer Survey (2026): “Playwright 2,642 24.9%”

   Playwright is the most complete free option for scraping pages that only render in a browser. The project describes itself as a framework for web automation and testing that drives Chromium, Firefox and WebKit with a single API, and its README lists a separate Playwright Library package, installed with npm i playwright, for automation scripts rather than tests. For scraping, the useful parts are auto-waiting, which waits for elements to be actionable instead of relying on sleep calls, resilient locators, and isolated browser contexts that keep cookies and sessions apart. Newer additions, Playwright MCP and a CLI for coding agents, let AI tools drive the same browser. Adoption is broad: 24.9% of respondents to the 2026 Stack Overflow testing tools question had worked with Playwright, and the repository has 99.9k stars. The trade-offs are cost per page, since each page runs a full browser, and scope: Playwright has no crawl queue, proxy pool or data store, so large jobs need Crawlee or your own code around it.

   Strengths

   • +Most used browser automation tool in the 2026 Stack Overflow survey at 24.9%
   • +Three browser engines covered by the same code
   • +Maintained by Microsoft with 99.9k GitHub stars

   Limitations

   • −A real browser per page uses far more memory and CPU than an HTTP request
   • −No built-in URL queue, retries or dataset storage for large crawls
   • −Browser binaries must be installed and kept in step with the package

   SummaryPlaywright is the best choice for Node.js developers scraping dynamic sites because one free API drives Chromium, Firefox and WebKit with auto-waiting built in. Pair it with Crawlee once a job grows beyond a few hundred pages.

2. 2

   Puppeteer

   Google's open source JavaScript library that controls Chrome or Firefox over the DevTools Protocol or WebDriver BiDi.

   9.5overall

   Google's open source JavaScript library that controls Chrome or Firefox over the DevTools Protocol or WebDriver BiDi.

   Best fordevelopers scraping Chrome-rendered pages with a small, focused library

   Adoption data

   95.8kThe puppeteer/puppeteer repository on GitHub had 95.8k stars in November 2026, more than any other scraping library on this list except Playwright.

   GitHub, puppeteer/puppeteer repository (2026): “Stars 95.8k stars”

   Puppeteer is the long-standing Node.js library for controlling Chrome, and it is still the simplest way to script a headless browser when Chrome is your only target. Its README describes a high-level API that controls Chrome or Firefox over the DevTools Protocol or WebDriver BiDi and runs headless by default. Installing puppeteer downloads a compatible Chrome, while puppeteer-core installs only the library, which is the version you use to connect to a hosted browser from Browserless or Bright Data. The locator API supports ARIA and text selectors, and the project now points to chrome-devtools-mcp, a Puppeteer-based MCP server. The repository has 95.8k GitHub stars. Compared with Playwright, Puppeteer covers fewer engines and has fewer conveniences for isolating sessions, and it shares the same gaps for crawling at scale: no queue, retries or proxy rotation. The README also warns that package managers that block install scripts will skip the browser download, so add npx puppeteer browsers install to your setup.

   Strengths

   • +95.8k GitHub stars and a long track record in Node.js scraping
   • +puppeteer-core connects to remote browsers such as Browserless without a local Chrome
   • +Direct DevTools Protocol access for network interception and performance data

   Limitations

   • −Supports Chrome and Firefox only, with no WebKit engine
   • −Like Playwright, it has no crawl queue or proxy rotation of its own
   • −Package managers that block install scripts stop the automatic Chrome download

   SummaryPuppeteer is the best choice for Chrome-only scraping scripts because puppeteer-core connects to a local or hosted Chrome with a few lines of code. Choose Playwright if you also need WebKit or Firefox parity.

3. 3

   Crawlee

   Open source Node.js crawling framework from Apify that wraps Playwright, Puppeteer and Cheerio with queues, autoscaling and proxy rotation.

   9.3overall

   Open source Node.js crawling framework from Apify that wraps Playwright, Puppeteer and Cheerio with queues, autoscaling and proxy rotation.

   Best fordevelopers building crawlers that visit thousands of pages

   Adoption data

   26.4kThe apify/crawlee repository on GitHub had 26.4k stars in November 2026.

   GitHub, apify/crawlee repository (2026): “Stars 26.4k stars”

   Crawlee is the framework to reach for when a scraping script turns into a crawler. Built by Apify and published as the crawlee npm package, it puts Cheerio, Puppeteer and Playwright behind one API, so you can switch between plain HTTP and a headless browser without a rewrite, or let AdaptivePlaywrightCrawler decide per page whether rendering is needed. The parts that matter at scale are built in: autoscaling that adjusts concurrency to available system resources, a pool of proxy sessions that drops blocked proxies, real-world browser fingerprints, a persistent request queue that lets a crawl pause and resume, and storage for results. Utilities cover sitemaps, infinite scroll and blocking large assets. The project calls itself forever free and open source, and the GitHub repository has 26.4k stars. The trade-offs are a steeper learning curve than a single Playwright file, a requirement for Node.js 22.13 or higher, and the fact that proxy rotation still needs proxies you pay for elsewhere.

   Strengths

   • +Adds the crawl plumbing that browser libraries leave out
   • +Browser fingerprints included without extra configuration
   • +Runs anywhere Node.js runs, and deploys to Apify if you want hosting

   Limitations

   • −Requires Node.js 22.13 or higher
   • −You still supply your own proxies for rotation
   • −More concepts to learn than a single Playwright script

   SummaryCrawlee is the best choice for Node.js developers running large crawls because it adds a persistent queue, autoscaling and proxy rotation on top of Playwright, Puppeteer and Cheerio. Small one-page jobs do not need it.

4. 4

   Apify

   Cloud platform for running scrapers, called Actors, with a store of ready-made scrapers and JavaScript and TypeScript SDKs.

   8.9overall

   Cloud platform for running scrapers, called Actors, with a store of ready-made scrapers and JavaScript and TypeScript SDKs.

   Best forteams that want to host JavaScript scrapers or buy ready-made ones

   Adoption data

   80,000Apify says on its About page that it has 80,000 customers worldwide.

   Apify, About Apify (2026): “80,000 Customers worldwide”

   Apify is the hosted option that fits most naturally with JavaScript scraping, because the same company maintains Crawlee and its platform runs scrapers packaged as Actors. You can deploy your own Node.js code or pick from the Apify Store, which the company says holds 117,381 ready-made Actors for sites and tasks such as search results, maps listings and social profiles. Access comes through an API, CLI, SDKs and an MCP server. Pricing combines a plan with usage: the Free plan gives $5 to spend each month with no credit card, and Starter costs $19 per month with $19 of usage included, both at $0.2 per compute unit, with Scale at $199. Apify reports 80,000 customers worldwide. The downside is predictability, since compute units depend on how heavy each run is, and Store Actors are built by many different developers, so check ratings and update dates before relying on one.

   Strengths

   • +Ready-made Actors cover many popular sites without writing code
   • +Same company maintains Crawlee, so local projects deploy cleanly
   • +Permanent free plan with no credit card required

   Limitations

   • −Plan fee plus compute units makes monthly cost harder to predict
   • −Third-party Actors vary in quality and upkeep
   • −Apify Store discounts start only from the Starter plan

   SummaryApify is the best choice for teams that want their JavaScript scrapers hosted, because Crawlee projects deploy as Actors and the Starter plan begins at $19 per month. Budget for compute units on top of the plan.

5. 5

   Cheerio

   Open source library that parses HTML and XML in Node.js and queries it with jQuery-style selectors.

   8.9overall

   Open source library that parses HTML and XML in Node.js and queries it with jQuery-style selectors.

   Best fordevelopers parsing static HTML quickly without a browser

   Adoption data

   30.5kThe cheeriojs/cheerio repository on GitHub had 30.5k stars in November 2026.

   GitHub, cheeriojs/cheerio repository (2026): “Stars 30.5k stars”

   Cheerio is the standard way to read HTML in Node.js once you have it. Its README describes an implementation of a subset of core jQuery, so selecting elements with $('.price') and reading text or attributes looks familiar to most JavaScript developers. It parses through parse5 by default and can switch to htmlparser2 for messy markup, and it handles XML as well. Because Cheerio never starts a browser, a server-rendered page can be fetched with Node's built-in fetch and parsed in milliseconds, which is why Crawlee uses it for its fastest crawler type. The GitHub repository has 30.5k stars and the code is MIT licensed. The limits are just as clear. Cheerio does not execute JavaScript, so data that a page loads after rendering will not be in the HTML it sees, and it cannot click, scroll or log in. It is also only a parser, so requests, retries and proxies need another tool.

   Strengths

   • +No browser, so each page costs a fraction of a headless render
   • +Selector syntax most JavaScript developers already know from jQuery
   • +30.5k GitHub stars and an MIT license

   Limitations

   • −Does not run JavaScript, so content rendered client-side is missing
   • −Parses only; fetching pages, retries and proxies are up to you
   • −Cannot click, scroll or fill forms

   SummaryCheerio is the best choice for scraping server-rendered pages because it parses HTML with jQuery-style selectors and never launches a browser. Switch to Playwright when content only appears after JavaScript runs.

6. 6

   Bright Data

   Web data company offering proxies, an unblocking API, hosted scraping browsers, scraper APIs and datasets.

   8.7overall

   Web data company offering proxies, an unblocking API, hosted scraping browsers, scraper APIs and datasets.

   Best forcompanies scraping heavily protected sites at high volume

   Adoption data

   50,000+Bright Data says on its homepage that it is trusted by more than 50,000 customers worldwide.

   Bright Data, Bright Data homepage (2026): “Trusted by 50,000+ customers worldwide”

   Bright Data is the broadest paid option on this list, selling everything from proxies to finished datasets. For JavaScript developers the two products that matter most are the Browser API and the Unlocker API. The Browser API runs your existing Puppeteer, Selenium or Playwright scripts on hosted browsers with CAPTCHA solving and proxy management built in, so a puppeteer.connect call replaces a local Chrome. The Unlocker API takes a URL and returns the page, handling blocking for you. Pricing is pay as you go: the Unlocker, Crawl and SERP APIs start from $1 per 1,000 requests, the Browser API from $5 per GB, and several APIs list a free tier. The company reports more than 50,000 customers and 400M+ proxy IPs across 195 countries. The trade-off is cost and complexity. Per-request and per-GB billing is harder to forecast than a flat plan, and for small, unprotected sites a free library on your own server is cheaper.

   Strengths

   • +Covers proxies, unblocking, hosted browsers and datasets from one vendor
   • +Existing Puppeteer and Playwright code connects to the Browser API
   • +Free tiers listed for the Unlocker, SERP and Scraper APIs

   Limitations

   • −Usage pricing in requests and GB makes monthly totals hard to estimate
   • −Many products and options to choose between
   • −Costs more per page than running your own browsers on small jobs

   SummaryBright Data is the best choice for high-volume scraping of protected sites because its Browser API runs existing Puppeteer and Playwright code on hosted browsers with CAPTCHA solving. Smaller jobs are cheaper with a free library.

7. 7

   Selenium WebDriver

   Open source browser automation project whose selenium-webdriver npm package provides the JavaScript bindings.

   8.6overall

   Open source browser automation project whose selenium-webdriver npm package provides the JavaScript bindings.

   Best forteams that already run Selenium tests or a Selenium Grid

   Adoption data

   12.0%In the 2026 Stack Overflow Developer Survey, 1,272 respondents, or 12.0% of those answering the code testing and reliability tools question, had worked extensively with Selenium in the past year.

   Stack Overflow, Code testing, reliability and maintainability tools, Technology data 2026, Stack Overflow Developer Survey (2026): “Selenium 1,272 12.0%”

   Selenium WebDriver is the oldest browser automation standard here, and its JavaScript bindings ship as the selenium-webdriver npm package. The package page describes Selenium as automating browsers for testing and web-based task automation, and notes that Selenium Manager handles browser driver installation, so no manual chromedriver setup is needed. A Builder chain sets options for each browser, and the target browser can be swapped at runtime through the SELENIUM_BROWSER environment variable. For scraping, Selenium's main advantage is reuse: teams with an existing Selenium Grid or a hosted Selenium cloud can point the same infrastructure at data collection, and Bright Data's Browser API also accepts Selenium scripts. Adoption is solid at 12.0% in the 2026 Stack Overflow testing tools question, and the repository has 34.6k stars. For new Node.js projects, though, Playwright and Puppeteer offer more scraping conveniences, such as auto-waiting and network interception, with less setup.

   Strengths

   • +Reuses existing Selenium Grid infrastructure and team knowledge
   • +No manual driver setup thanks to Selenium Manager
   • +12.0% usage in the 2026 Stack Overflow testing tools question

   Limitations

   • −Fewer scraping conveniences, such as auto-waiting, than Playwright
   • −Requires a recent Node.js release according to the npm page
   • −JavaScript is one of several bindings rather than the main focus

   SummarySelenium WebDriver is the best choice for teams that already run Selenium because the selenium-webdriver package reuses their Grid and driver setup. New Node.js scrapers are better started in Playwright.

8. 8

   ZenRows

   Web scraping API that returns pages, including protected ones, as HTML or Markdown, with SDKs for Python, Node and Go.

   8.5overall

   Web scraping API that returns pages, including protected ones, as HTML or Markdown, with SDKs for Python, Node and Go.

   Best fordevelopers who want the cheapest paid scraping API with a free tier

   Adoption data

   10,000+ZenRows says on its homepage that teams at more than 10,000 companies use the service.

   ZenRows, ZenRows homepage (2026): “Trusted by teams at +10,000 companies”

   ZenRows is a scraping API: you send a URL from Node.js and it returns the page, handling blocking along the way, as HTML, text or Markdown. The company publishes SDKs for Python, Node and Go and an MCP server for agents. Its pricing is the most approachable among the paid services here. The Free plan gives 5,000 credits each month with no card and every feature except standalone residential proxies, limited to 5 concurrent requests. Build costs $16 per month billed annually, or $19 billed monthly according to the plan details on the same page, with 45K credits and 20 concurrent requests, and Launch is $58 with 250K credits. The pricing page says you pay only for successful requests and that monthly credits refresh without rollover, though top-up credits roll over one period. ZenRows reports teams at more than 10,000 companies. The main caution is credit math, so check how many credits rendered or premium requests use for your target sites.

   Strengths

   • +Lowest entry price among the paid services on this list
   • +Permanent free plan that unlocks every feature except standalone residential proxies
   • +One credit balance shared across all products

   Limitations

   • −$16 Build price requires annual billing; monthly billing is $19
   • −Unused monthly credits do not roll over
   • −Free plan is limited to 5 concurrent requests

   SummaryZenRows is the best choice for developers who want a low-cost scraping API because its permanent free plan includes 5,000 credits and paid plans start at $16 per month billed annually. Check credit costs for rendered pages before upgrading.

9. 9

   Browserless

   Hosted headless browsers that Puppeteer and Playwright scripts connect to over a WebSocket endpoint.

   8.2overall

   Hosted headless browsers that Puppeteer and Playwright scripts connect to over a WebSocket endpoint.

   Best forteams that want to keep their Puppeteer or Playwright code but stop running browsers

   Adoption data

   2,000+Browserless says on its homepage that more than 2,000 teams use its hosted browsers.

   Browserless, Browserless homepage (2026): “Trusted by 2,000+ teams”

   Browserless solves the operational side of browser scraping. Instead of installing Chrome on your servers, you change one line so puppeteer-core or Playwright connects to a Browserless WebSocket endpoint, and the homepage shows that swap with puppeteer.connect. The pricing page lists Chrome, WebKit and Firefox, residential and datacenter proxies, automatic captcha solving, Chrome extensions and endpoints in San Francisco, London and Amsterdam, and these appear even on the Free plan, which allows 1k units per month, 2 concurrent browsers and 2-minute sessions. Prototyping costs $25 per month billed annually with 20k units, 10 concurrent browsers, 15-minute sessions and overages at $0.0020 per unit, and Starter is $140. There is also a BrowserQL language, REST APIs and a self-hosted option. Browserless reports more than 2,000 teams. The catch is that you still write and maintain the scraper; Browserless only hosts the browser.

   Strengths

   • +Existing Puppeteer and Playwright code moves over with a connection change
   • +Free plan includes 1k units and 2 concurrent browsers
   • +Session reconnects and persisted sessions for logged-in scraping

   Limitations

   • −Free plan sessions are capped at 2 minutes
   • −$25 Prototyping price is the annual rate
   • −Unit-based billing adds overage charges past the plan quota

   SummaryBrowserless is the best choice for teams that want to keep their Puppeteer or Playwright scrapers but stop running browsers, because a single connect call moves them to hosted Chrome. Prototyping starts at $25 per month billed annually.

10. 10

    ScrapingBee

    Web scraping API that handles headless browsers and rotating proxies and returns the page or extracted data.

    8.2overall

    Web scraping API that handles headless browsers and rotating proxies and returns the page or extracted data.

    Best fordevelopers who want predictable monthly credit plans with JavaScript rendering included

    Adoption data

    4,500+ScrapingBee says on its homepage that more than 4,500 developers use it as their web scraping API.

    ScrapingBee, ScrapingBee homepage (2026): “Trusted by 4,500+ developers using ScrapingBee as their web scraping API of choice”

    ScrapingBee is a scraping API that runs headless browsers and rotates proxies on its side, so a Node.js script sends a request and receives the rendered page. Its pricing page is unusually plain: every standard plan includes JavaScript rendering, rotating and premium proxies, geotargeting, screenshots, extraction rules and the dedicated scraping APIs, and plans differ by credits and concurrency. Hobby costs $19 per month for 75,000 credits and 25 concurrent requests, Freelance is $49 for 250,000, Startup $99 for 1,000,000 and Business $249 for 3,000,000, all before VAT. Dedicated endpoints cover Google, Amazon, Walmart and YouTube, and an AI Query option lets you describe the data you want. New accounts get 1,000 free API credits without a credit card, but there is no permanent free plan. ScrapingBee reports more than 4,500 developers. As with other credit APIs, rendered and premium proxy requests use more credits, so estimate your real volume.

    Strengths

    • +Rendering and proxies included rather than sold as add-ons
    • +1,000 free API credits with no credit card
    • +Clear monthly tiers from $19 to $249

    Limitations

    • −No permanent free plan, only trial credits
    • −Priority support only from higher plans
    • −Prices exclude VAT

    SummaryScrapingBee is the best choice for developers who want JavaScript rendering and proxies in one flat monthly plan, because the $19 Hobby tier includes both with 75,000 credits. It has no permanent free plan.

Questions or corrections: editorial@statlyst.com · Disclosure