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does clearing cookies stop fingerprinting
Short version: no. Clearing cookies deletes something the site handed you and asked you to hold. Fingerprinting never handed you anything to delete. It reads what your browser is, every time you show up, and rebuilds the same identifier from scratch. That is not an accident of the design, it is the whole point of it: fingerprinting exists precisely because cookies can be cleared and it wanted an identifier that could not.
This page explains the difference between the two, why the second one ignores the first, what does change the identity, and where the honest limits of the fingerprint layer are.
A cookie is state. The site writes a value into your browser, your browser stores it, and it sends it back on the next request. Because it is stored, it can be deleted, and when you clear it the site has to start over. This is a real, working privacy control for the thing it controls.
A fingerprint is not stored anywhere on your machine for you to clear. It is computed on the spot from properties your browser exposes: how it draws a canvas, which GPU and renderer string it reports through WebGL, which fonts it can load, how its audio stack processes a signal, and, below the page entirely, how its TLS handshake looks. The site hashes those together into an identifier. There is no file to remove because none of it was ever written down on your side.
So the two answer different questions. A cookie asks "did I give you a token before?" A fingerprint asks "are you the same machine as before?" Clearing the first has no effect on the second.
Stateful versus stateless is the entire story.
Clear your cookies, clear local storage, open a private window, and then reload a fingerprinting page. The canvas still draws the same pixels, so it hashes to the same value. WebGL still reports the same renderer. The font probe still finds the same list. The audio path still returns the same numbers. Combine those and you get the same identifier you had five minutes ago, because none of the inputs changed. The FingerprintJS visitor ID is a hash of exactly these components, and a hash of unchanged inputs is unchanged output.
This is why "clear cookies between sessions" does not rotate you a new identity. It rotates the one thing that was trivial to rotate and leaves untouched every signal that was hard to. A detector that leans on the fingerprint rather than the cookie is built specifically to not care what you did to your storage.
The corollary matters for automation: if you run a loop that clears cookies between iterations expecting to look like a fresh visitor each time, every iteration presents the identical fingerprint. You have not created many visitors, you have created one visitor who keeps deleting their cookies, which is itself a pattern.
If the identifier is a hash of canvas, WebGL, fonts, audio and TLS, then the only way to present a different identity is to change those underlying values so they hash differently, and to change them together so they still agree with one another. A canvas that says one machine next to a font list that says another is not a new identity, it is a contradiction, and contradictions are what the tampering-focused suites look for.
That is a much harder thing to do than emptying a cookie jar, which is the reason a cookie clear can never do it. The cleared browser still renders canvas the same way and still reports the same fonts. Changing those values in a self-consistent way is what a fingerprint-management layer is for, and it is what invisible_playwright does per seed.
The product gives each seed a distinct, internally self-consistent fingerprint: a different GPU, canvas hash, audio context, font set and screen, all derived together so they agree with each other. Switching seeds is what a cookie clear is trying and failing to be.
The launch is the standard two-line change, and the object you get back is a real
Playwright Browser with every method intact:
from invisible_playwright import InvisiblePlaywright
# Seed A: one self-consistent machine
with InvisiblePlaywright(seed=42) as browser:
page = browser.new_page()
page.goto("https://example.com")
# canvas, WebGL, fonts, audio all derived from seed 42
# Seed B: a genuinely different machine, not the same one with cookies wiped
with InvisiblePlaywright(seed=1337) as browser:
page = browser.new_page()
page.goto("https://example.com")
# different canvas hash, different renderer, different fontsTwo different seeds produce two different fingerprints. The same seed produces the same one every run, which is the property that makes a failing run reproducible instead of a guess:
# Same seed, same identity, every run - the opposite of "clear and hope"
with InvisiblePlaywright(seed=42) as browser:
page = browser.new_page()
page.goto("https://example.com")
# identical canvas hash and renderer to any other seed=42 runIf you want an identity to persist across separate sessions on purpose, that is a profile decision rather than a cookie one: see persistent profiles for keeping the same seed and storage across runs, and cross-platform canvas and WebGL consistency for why the drawn pixels have to match the reported hardware on every OS you deploy to.
A distinct, self-consistent fingerprint is what makes invisible_playwright read as a genuine Firefox driven by a real person, and it is why it passes most fingerprint, TLS and driver-layer checks. It is not a claim that everything about you rotates when the seed does.
Two things are tracked independently of both cookies and fingerprint, and the reader supplies the answers to them:
- Your IP and its reputation. A brand-new fingerprint arriving from the same datacenter address as the last hundred requests is still that address. The exit is yours to choose, and a clean one matters as much as the browser does.
- Account and behaviour state. Per-account quotas, rate limits, session age and the rhythm of what you do are counted against the account and the address, not the fingerprint. Change the seed all you like, a burst of identical requests at machine speed still reads as a burst. Human pacing is yours to supply.
So the accurate statement is: changing the fingerprint changes the fingerprint. It helps a lot with the layer that reconstructs identity from canvas and TLS, and it does nothing on its own for the layer that watches your address and your behaviour. Both have to be right, and they are separate jobs.
Clearing cookies removes the identifier the site stored on your side. Fingerprinting was designed for exactly the world where people clear cookies, so it stores nothing on your side and recomputes the identity from canvas, WebGL, fonts, audio and TLS every time. The only way to look like a different visitor is to change those values together, which a cookie clear cannot do and a per-seed fingerprint can. Just remember that this is the fingerprint layer alone: your IP and your account behaviour are tracked on their own, and they need their own clean inputs.
Does clearing cookies stop fingerprinting? No. Cookies are stored and deletable, the fingerprint is recomputed from your browser's properties every visit, so a clear leaves it unchanged.
Does incognito or a private window give me a new fingerprint? No. Private mode clears storage, not the canvas, WebGL, font, audio and TLS values the fingerprint is built from. Same machine, same fingerprint.
Then how do I actually change my fingerprint? By changing the underlying values in a self-consistent way. In invisible_playwright that is a different seed, which redraws the GPU, canvas, fonts, audio and screen together so they still agree.
If I clear cookies in a loop, do I look like many visitors? No. Every iteration presents the same fingerprint, so you look like one visitor repeatedly clearing cookies, which is its own pattern.
Does a new fingerprint fix a blocked IP? No. The address and its reputation are tracked independently of both cookies and fingerprint. A clean exit is a separate requirement you supply yourself.
Will a per-seed fingerprint make me undetectable? No, and be wary of anything that says it will. It makes the fingerprint, TLS and driver layer read as a real Firefox, which is most checks but not all of them. Behaviour, pacing and IP are still on you.
- This project's fingerprint generator, which derives canvas, WebGL, font, audio and screen values together from a single seed so a new identity is internally consistent.
- The public detection suites named across this set, read for which components feed the identifier and which of them a storage clear leaves untouched.
- The release gates that separate the fingerprint layer from IP and behaviour, so a clean fingerprint is never mistaken for a clean session.
See also: the FingerprintJS visitor ID for what the hash is actually made of, persistent profiles for keeping one identity on purpose, and the JA3/JA4 TLS fingerprint for the layer that no amount of cookie clearing or JavaScript ever reaches.
Written while maintaining invisible_playwright, a Firefox patched at the C++ level driven by stock Playwright. Every session gets a distinct, self-consistent fingerprint from its seed, which is the thing a cookie clear was always trying and failing to be.
Documentation
Guides
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Browser Identity
- navigator.webdriver is not the tell you think it is
- hardwareConcurrency, deviceMemory and storage quota
- Screen size and viewport tells in headless browsers
- Playwright headless vs headed: what detectors see
- Playwright User Agent: Why You Should Not Set It
- Client Hints and Sec-Fetch: headers that must agree
- Codec fingerprinting: canPlayType and MediaCapabilities
- Permissions API: the two answers that must agree
- CSS fingerprinting: what media queries reveal
- What privacy.resistFingerprinting actually does
- speechSynthesis.getVoices() returns an empty array
- Browser extensions are a fingerprint surface
- BFCache and pageshow.persisted under browser automation
- Service workers, storage partitioning and automation
- Web Workers: where page-level fingerprint patches fail
- fake-useragent is archived: what changes and what doesn't
- navigator.buildID and the stale build date tell
- navigator.maxTouchPoints and pointer consistency
- navigator.platform and oscpu on a spoofed OS
- navigator.vendor and productSub: the Firefox tells
- Accept-Language header vs navigator.languages
- window.devicePixelRatio: the pref that spoofs it
- Can you be fingerprinted in incognito mode?
- Is changing the user agent enough to avoid detection?
- Can a website tell you are running on a server?
- Can two devices share a browser fingerprint?
- Does clearing cookies stop fingerprint tracking?
- Color-gamut and HDR media queries as a fingerprint
- Battery API fingerprint: does Firefox expose it?
- Is navigator.connection a fingerprint in Firefox?
- Can the Gamepad API fingerprint or detect a bot?
- Do accelerometer and gyroscope APIs leak on desktop?
- prefers-reduced-motion and other OS-setting tells
- Does storage quota estimate reveal disk size?
- Can scrollbar width reveal my operating system?
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Canvas, WebGL, Fonts and Audio
- Canvas fingerprint noise: why per-call randomising fails
- Firefox WebGL renderer strings: what ANGLE reports
- WebGL parameters: the numbers are the same on every GPU
- Your renderer string says NVIDIA. Your pixels say software.
- Why headless browsers render different fonts
- How to make Linux and macOS report real Windows fonts
- measureText and TextMetrics as a fingerprinting surface
- AudioContext fingerprinting, and why adding noise backfired
- Canvas and WebGL fingerprints, identical across OSes
- Emoji fingerprinting: why emoji look the same on any OS
- Detecting installed fonts in JavaScript by width
- WebGL shader precision as a fingerprint surface
- AudioContext sampleRate and latency as a fingerprint
- Is WebGPU a browser fingerprint?
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Network, Proxy and WebRTC
- WebRTC leak with a proxy in Playwright and Selenium
- WebRTC ICE candidate spoofing: the fields that give it away
- Playwright proxy in Python: per-context, and what leaks
- Playwright proxy not working? SOCKS5 auth in Python
- Playwright timezone does not match the proxy IP
- JA3 and JA4: why a TLS fingerprint cannot be patched
- Playwright in Docker: it runs, and still gets blocked
- Web scraping keeps getting blocked with good proxies
- Python web scraping blocked? The TLS fingerprint reason
- SOCKS5 vs HTTP proxy: what each does in the browser
- WebRTC IPv6 leak: why a proxy does not stop it
- HTTP/2 fingerprint: the layer above the TLS handshake
- TLS fingerprint vs User-Agent: the contradiction
- WebRTC has no ICE candidates behind a proxy
- WebRTC IP that matches the proxy exit, by design
- How to check if a proxy leaks your real IP
- about:webrtc: read your real ICE candidates
- Offline timezone resolution from a proxy exit IP
- Residential vs datacenter vs mobile proxies explained
- Sticky vs rotating proxy sessions: which to use
- Does a proxy leak DNS? DoH and DNS leaks explained
- HTTP/3 and QUIC fingerprint: what a site sees
- What is ASN and IP reputation in bot detection?
- What does a mobile carrier IP look like to a site?
- IPv6 vs IPv4: which does your proxy expose?
- Geolocation API vs IP location: keep them consistent
- Does chaining two proxies help avoid detection?
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The Automation Layer
- Function.prototype.toString and the [native code] check
- The ChromeDriver
cdc_variable, and why renaming it fails - Why an attached debugger makes automation detectable
- Execution context was destroyed, and when it means detection
- Human-like mouse movement: Bezier curves are the easy part
- Why a Playwright upgrade broke 97 of 133 tests overnight
- Playwright persistent profile: what it fixes and breaks
- Why humanized mouse movement can fail on hover()
- Why content_frame() returns None for a cross-origin iframe
- Orphaned Firefox processes on Windows: the killed-runner leak
- Firefox launches but Playwright can't drive it: packaging gap
- Why automating login is riskier than reusing a session
- Playwright new_page vs new_context: the viewport tell
- Playwright dialog and popup handling without a tell
- Playwright download files with Firefox and the tell
- Playwright connect_over_cdp does not work with Firefox
- Playwright mobile emulation on Firefox and isMobile
- Playwright isTrusted: are automated clicks real?
- Playwright set_input_files uploads and the tell
- Can websites detect Playwright? What is actually visible
- Does Playwright Set navigator.webdriver to True?
- Does Playwright Leave Traces a Website Can See?
- Does Playwright Change My Browser Fingerprint?
- Can I Use My Real Browser Profile With Playwright?
- Does Playwright Support Firefox Stealth?
- Is Playwright Firefox Harder to Detect Than Chromium?
- Does Playwright Get Detected on the First Request?
- Why Playwright's bundled Firefox is easy to detect
- ghost-cursor human mouse paths with Playwright
- Stock Playwright, patched Firefox: how they connect
- Intercept and mock network requests with page.route
- Record and replay HTTP traffic with HAR in Playwright
- Record a Playwright trace to debug a failed scrape
- Record a video of a Playwright browser session
- Save and reuse login with storage_state in Playwright
- Read and set cookies in a Playwright context
- Set geolocation and permissions per Playwright context
- Handle HTTP basic auth in Playwright (http_credentials)
- Isolate identities with a browser context per session
- Drag and drop elements in Playwright with drag_to
- When to use an HTTP client vs a real browser
- Migrating from requests + BeautifulSoup to a browser
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AI Agents and Frameworks
- AI browser agents and stealth: what fits and what does not
- browser-use gets detected: what you can and cannot change
- crawl4ai stealth mode and custom browser engines
- Give a LangChain agent an invisible_playwright browser
- Feed invisible_playwright pages into a RAG index
- Computer-use agents and browser fingerprint detection
- Give an MCP browser server a stealth Firefox engine
- Give each AI agent a reproducible browser identity
- Run parallel browser agents with distinct fingerprints
- Why AI browser agents have their own timing signal
- Running an AI browser agent headless on a server
- Give a browser agent a persistent logged-in session
- smolagents: hand the agent an invisible_playwright tool
- Stagehand and stealth: why a Firefox engine won't drop in
- DOM-reading vs screenshot agents: which stealth helps
- Back a computer-use agent with a real browser engine
- AI agent retry loops trip rate limits, not fingerprints
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Detectors, Explained
- What bot.sannysoft.com actually checks, row by row
- How CreepJS decides you are lying
- What BotD actually detects, and what it does not
- Why a FingerprintJS visitor ID changes
- reCAPTCHA v3 score: why a fresh browser scores badly
- BrowserLeaks canvas and WebGL hash, explained
- What BrowserLeaks actually tests, surface by surface
- Browser trust scores explained: what the number means
- How do websites detect bots?
- What is a browser fingerprint?
- What data does a website collect about your browser?
- Does a VPN stop browser fingerprinting?
- Do websites know you are using a script?
- How accurate is browser fingerprinting?
- Can a website detect a virtual machine?
- Can websites detect a datacenter or proxy IP?
- getClientRects fingerprinting: subpixel geometry as ID
- Notification.permission as a bot-detection signal
- speechSynthesis voices as a cross-platform fingerprint
- Can a website detect typing by keystroke timing?
- Can a website detect Clipboard API access?
- What are mouse-dynamics behavioural biometrics?
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Testing and Troubleshooting
- How to test bot detection without a false pass
- Playwright detected as a bot: the checklist to fix it
- Firefox preferences that silently do nothing
- Slow browser launch: a per-request timeout is not a budget
- Playwright screenshot returns noise: readback fix
- Canvas fingerprint changes every run: use a seed
- Playwright TargetClosedError: the causes and the fixes
- Why am I blocked with a clean fingerprint?
- Why Does My Playwright Script Get Blocked?
- Is Playwright headless detectable? What sites check
- Can You Run Playwright Without Being Detected?
- Why Playwright Works Locally but Fails in the Cloud
- Does Playwright Trigger reCAPTCHA More Often?
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Scraping with Playwright
- How to scrape without getting blocked
- How to scrape a site that blocks headless browsers
- How to scrape infinite scroll pages with Playwright
- How to rotate proxies when scraping with Playwright
- How to scrape data behind a login with Playwright
- How to run Playwright in Docker without getting detected
- How to use invisible_playwright in Docker
- Playwright bot detection: how to avoid it in Python
- How to scrape paginated pages with Playwright
- How to download files with Playwright
- How to upload files with Playwright, and verify it landed
- How to handle cookie consent banners in Playwright
- How to handle popups and modals in Playwright
- How to take full-page screenshots with Playwright
- How to generate a PDF with Playwright and Firefox
- How to wait for content to load in Playwright
- How to retry failed requests when scraping Playwright
- How to scrape pages in parallel with Playwright
- How to rate limit your own Playwright scraper
- How to scrape HTML tables with Playwright
- How to scrape iframe content with Playwright
- How to scrape shadow DOM content with Playwright
- How to capture XHR and API responses in Playwright
- How to scrape geotargeted content with Playwright
- How to scrape real estate listings with Playwright
- How to scrape job postings with Playwright
- How to scrape e-commerce product pages with Playwright
- How to track product prices with Playwright
- How to scrape hotel room prices with Playwright
- How to scrape flight prices with Playwright
- How to scrape classifieds listings with Playwright
- How to scrape vacation rental listings with Playwright
- How to scrape car listings with Playwright
- How to scrape apartment rentals with Playwright
- How to track product stock and restocks with Playwright
- How to scrape location-based store prices with Playwright
- How to scrape flexible-date fare calendars with Playwright
- How to scrape product reviews with Playwright
- How to scrape reviews and ratings with Playwright
- How to scrape news article text with Playwright
- How to scrape business directory listings with Playwright
- How to scrape event and ticket listings with Playwright
- How to scrape restaurant menu data with Playwright
- How to scrape stock and financial data with Playwright
- How to scrape social media profiles with Playwright
- How to scrape forum and community threads with Playwright
- How to scrape image galleries with Playwright
- How to scrape video listings and metadata with Playwright
- How to scrape map-based local results with Playwright
- How to scrape sports scores and stats with Playwright
- How to scrape cryptocurrency prices with Playwright
- How to scrape deals and coupon codes with Playwright
- How to scrape to CSV with Playwright
- How to scrape to JSON Lines with Playwright
- How to scrape into a SQLite database with Playwright
- How to export scraped data to Excel with Playwright
- How to extract JSON-LD structured data with Playwright
- How to extract Open Graph and meta tags with Playwright
- How to extract links and build a crawl frontier in Playwright
- How to scrape RSS and Atom feeds with Playwright
- How to download images in bulk with Playwright
- How to extract clean article text with Playwright
- How to scrape a sitemap.xml with Playwright
- How to scrape into a pandas DataFrame with Playwright
- How to clean scraped prices and dates with Playwright
- Scrape search results by driving a form in Playwright
- Scrape a map-based search with Playwright
- Scrape autocomplete and typeahead inputs with Playwright
- Scrape date-picker calendars with Playwright
- Crawl list pages to detail pages with Playwright
- Scrape lazy-loaded images with Playwright
- Extract data from canvas charts with Playwright
- Scrape a multi-step wizard flow with Playwright
- How to resume an interrupted scrape with Playwright
- Incremental scraping: only new items since last run
- Handle 403 and 429 backoff mid-scrape in Playwright
- Scrape load-more button pages with Playwright
- Scrape nested pagination with Playwright
- Scrape an SPA that changes URL via history API
- Use BeautifulSoup with invisible_playwright
- Run stealth Playwright tests with pytest fixtures
- Run invisible_playwright concurrently with asyncio
- Run invisible_playwright in GitHub Actions CI
- Can you run invisible_playwright serverless?
- Run invisible_playwright in Celery task workers
- Schedule invisible_playwright scrapes with cron
- Run invisible_playwright headful on a server with Xvfb
- Use invisible_playwright in an Airflow DAG
- Combine invisible_playwright with httpx for speed
- Wrap invisible_playwright in a FastAPI service
- Run invisible_playwright in a Jupyter notebook
- Block images to speed up scraping (and when not to)
- Wait for a specific API response in Playwright
Comparisons
- Playwright stealth in Python: three levels that work
- Firefox or Chromium for anti-detect automation
- Chromium is not Chrome, and detectors know the difference
- Playwright stealth vs Camoufox: two patched Firefoxes
- Playwright stealth vs Patchright: driver vs engine
- Playwright stealth vs undetected-chromedriver and nodriver
- playwright-stealth vs a patched engine: page vs browser
- puppeteer-extra-plugin-stealth: unmaintained since 2024
- selenium-stealth hasn't been updated since December 2021
- pyppeteer's own maintainer says to switch to Playwright
- invisible_playwright vs rebrowser-patches: the same CDP fix
- invisible_playwright vs fingerprint-suite: injection vs engine
- invisible_playwright vs playwright-with-fingerprints
- invisible_playwright vs Scrapling
- invisible_playwright vs Ulixee Hero
- invisible_playwright vs SeleniumBase UC Mode
- Splash is unmaintained, and it was never a real browser
- invisible_playwright vs DrissionPage
- WebDriver BiDi vs CDP: does the new protocol hide you
- invisible_playwright vs hrequests
- zendriver vs invisible_playwright: Chrome CDP vs Firefox
- botasaurus vs invisible_playwright: framework vs library
- curl_cffi vs invisible_playwright: TLS client vs browser
- pydoll vs invisible_playwright: CDP without a driver
- selenium-driverless vs invisible_playwright stealth
- puppeteer-real-browser vs invisible_playwright
- Migrating from Selenium to Playwright for stealth
- Migrating from Puppeteer to Playwright for stealth
- undetected-chromedriver vs a patched Firefox browser
- scrapy-playwright vs a patched Firefox for stealth
- playwright-extra stealth plugins vs a patched browser
- tls-client vs a real browser: when TLS is enough
- Anti-detect browser or Playwright stealth: which you need
- undetected-playwright vs a patched Firefox binary
Integrations
- Using invisible_playwright with CodeceptJS
- Using invisible_playwright with Crawlee for Python
- Using invisible_playwright with Crawlee for JavaScript
- Using invisible_playwright with scrapy-playwright
- Using invisible_playwright with Robot Framework Browser
- Cypress, WebdriverIO, TestCafe and Nightwatch integration
- Using invisible_playwright with Microsoft's Playwright MCP
- Using the engine from Go, Java, C#, Ruby and Rust
docs/ source folder