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http3 quic fingerprint what a site sees
Most fingerprint discussion stops at the TLS handshake and the HTTP/2 settings frame. There is a layer above both of them now, and it is the one a scripted client is least likely to get right: HTTP/3, which runs over QUIC, carries its own fingerprint that is distinct from JA3/JA4 and distinct from the HTTP/2 one. If the browser negotiates it, the site can read it, and it has to agree with everything else the browser claims to be.
This page is what that QUIC fingerprint is made of, why a hand-built HTTP client contradicts its own User-Agent at this layer, why an actual Firefox engine does not, and the honest limit: matching the protocol fingerprint does nothing for your IP or your pacing.
A modern request is fingerprinted at several independent layers, and passing one says nothing about the next.
- The TLS handshake produces a JA3/JA4 hash from the cipher list, extensions and their order. It is decided before any page loads and no in-page test can see it.
- HTTP/2 adds its own set: the SETTINGS frame values, the WINDOW_UPDATE, the pseudo-header order and the priority tree. These are a second, separate fingerprint that a client can get wrong even with a perfect TLS hash.
- HTTP/3 over QUIC is a third. QUIC folds the cryptographic handshake into its own transport, so instead of "TCP, then TLS, then HTTP" you get one integrated exchange with parameters that no earlier layer contained.
Each layer is a chance to disagree with the User-Agent. A request that claims Firefox in its header, presents a Firefox TLS hash, and then negotiates QUIC transport parameters no Firefox build ever sends has told the truth twice and lied once, and once is enough.
When a browser opens an HTTP/3 connection, the very first QUIC packets carry a block of transport parameters: the client's declared limits and preferences for the connection. Among them are things like the maximum idle timeout, the initial flow-control windows for streams and for the connection, the maximum number of concurrent streams, the maximum UDP payload size, the active connection-ID limit, and several others.
Two things about that block are fingerprintable, and neither is about any single value:
- The set that is present. Different engines advertise different subsets of the optional parameters, and some send vendor-flavoured or experimental ones that others never do.
- The order they appear in and the concrete values chosen. The initial window sizes, the timeout, the stream limits are not random; a given browser build picks a characteristic set. The ordering of the parameters in the packet is itself part of the signature, exactly as extension order is for TLS.
On top of the transport parameters, the initial-packet construction and the QUIC version negotiation add more. The result is a compact profile, observable in the first UDP datagrams, that a server can compare against what a genuine build of the claimed browser would send. It is the same idea as JA3, moved down onto QUIC, and it is young enough that many automation stacks do not model it at all.
A library that speaks HTTP/3 by hand chooses its own transport parameters, and it chooses them like a library, not like a browser.
The defaults a general-purpose QUIC implementation ships with are tuned for that library. Its idle timeout, its flow-control windows, its stream limits and the order it serializes them in are whatever its authors picked, and they are stable across every program that links it. So the moment such a client sets a Firefox User-Agent, it produces a decisive contradiction: a header field promising one engine, sitting on top of a QUIC handshake that belongs to a networking library. This is the HTTP/3 version of the User-Agent that claims one browser while the handshake belongs to another, and it cannot be papered over from JavaScript, because by the time any page script runs the handshake is already on the wire.
Worse for the scripted approach: even matching the values is not enough, because the parameter set and its order also have to match, and those are baked into how the client serializes its handshake. Reproducing a real browser's QUIC profile by configuration means reproducing an entire engine's behaviour by hand, and keeping it in step every time that engine changes its defaults in a new release.
invisible_playwright does not build a QUIC handshake to look like Firefox. It is Firefox: a build patched at the C++ level for fingerprint consistency, driven by stock Playwright. When a session negotiates HTTP/3, the transport parameters, their order and the initial-packet construction come from the browser's own network stack, the same code path a person's Firefox uses.
That inverts the scripted-client problem. The QUIC fingerprint is not engineered to match the User-Agent; it matches because the thing sending it and the thing named in the header are the same program. When the underlying build advances a version, its handshake advances with it, and the User-Agent it reports advances too, so the two stay consistent without anyone maintaining a table of parameter values. The layer a hand-rolled client is most likely to contradict is the one this approach never has to think about.
There is a caveat that has nothing to do with the browser: many proxies never let HTTP/3 happen at all. QUIC runs over UDP, and a proxy that only forwards TCP, or that terminates the connection and re-originates it as HTTP/1.1, changes what the site can even observe. Sometimes that means no QUIC fingerprint is exposed because the connection silently falls back to TCP; the choice of SOCKS5 versus an HTTP proxy decides whether UDP survives the hop. That is a property of your network path, not of the engine, and it is worth knowing which one you have before you reason about what a server reads.
The switch from plain Playwright is two lines, and nothing about HTTP/3 needs configuring. The browser advertises and negotiates it the way a normal Firefox does; you just drive the page.
from invisible_playwright import InvisiblePlaywright
with InvisiblePlaywright(seed=42) as browser:
page = browser.new_page()
page.goto("https://example.com")
# Ask the page which protocol the navigation actually used.
proto = page.evaluate(
"performance.getEntriesByType('navigation')[0].nextHopProtocol"
)
print("negotiated protocol:", proto) # 'h3' once QUIC is in useThe browser object is a real Playwright Browser, so every method works exactly as
documented upstream. nextHopProtocol is a standard Web Performance value: h3 means the
navigation went over HTTP/3, h2 means it fell back to HTTP/2. If you are running through
a proxy, this one line is also how you confirm whether QUIC survived the hop or was
downgraded to TCP:
proxy = {"server": "socks5://gate.example.com:1080", "username": "u", "password": "p"}
with InvisiblePlaywright(seed=42, proxy=proxy) as browser:
page = browser.new_page()
page.goto("https://example.com")
print(page.evaluate(
"performance.getEntriesByType('navigation')[0].nextHopProtocol"))Pass a fixed seed and the rest of the identity is reproducible too, so a run that behaves
oddly at the network layer can be replayed exactly rather than guessed at.
Matching the QUIC fingerprint to the User-Agent removes one specific contradiction, an important one, and nothing more. It is worth being blunt about the boundary, because the protocol layer is where overclaiming is easiest.
A genuine QUIC handshake does nothing about:
- IP reputation. A perfect HTTP/3 profile from a datacenter range is still from a datacenter range. The fingerprint and the address are separate questions, and a clean fingerprint on a burned IP still loses.
- Per-account quotas and rate limits. These are counted, not fingerprinted, and no transport parameter changes the count.
- Behaviour and timing. Request cadence, pointer motion, how fast a form is filled. A server watching those sees them regardless of how the packets were framed.
- The proxy erasing the layer entirely. If your path forces TCP, there is no QUIC fingerprint to match, for better or worse.
The accurate way to state it: invisible_playwright makes the transport, TLS and driver layers read as a genuine Firefox, which is why it clears most fingerprint-based checks. The IP, the pacing and the account budget are yours to supply, with a clean exit and human timing. No layer of this makes a session undetectable, and any tool that tells you it does is selling the one claim that is both false and legally reckless.
QUIC added a fingerprint above the ones people already watch for, and it is the one a scripted HTTP client is least equipped to fake, because faking it means reproducing an entire browser's network behaviour by hand and maintaining it forever. Using an actual Firefox engine sidesteps that: the handshake and the User-Agent match because they come from the same program. That closes a real gap. It does not close the ones that were never about the browser, and treating a matched transport fingerprint as a finished job is how a clean session still gets blocked.
Does QUIC have its own fingerprint, separate from TLS? Yes. The QUIC transport parameters, their order and the initial-packet construction form a signature distinct from the JA3/JA4 TLS hash and from the HTTP/2 settings frame. A client can match one and contradict another.
Can a Python HTTP library fake a Firefox HTTP/3 handshake? Only by reproducing the whole engine's transport behaviour and its exact parameter set and order, and keeping it in step across releases. In practice its library defaults contradict the Firefox User-Agent it sets.
How does invisible_playwright get the QUIC fingerprint right? It does not construct one. It runs a real Firefox build, so the HTTP/3 stack is the browser's own and matches the User-Agent by construction.
Does my proxy affect the QUIC fingerprint? It can remove it. QUIC needs UDP; a proxy that forwards only TCP or re-originates as HTTP/1.1 downgrades the connection, so no HTTP/3 fingerprint is exposed at all.
How do I check which protocol a page actually used? Read
performance.getEntriesByType('navigation')[0].nextHopProtocol from the page. h3 means
HTTP/3 over QUIC, h2 means it fell back.
Does matching the QUIC fingerprint make me undetectable? No. It fixes one transport-layer contradiction. IP reputation, rate limits, quotas and behaviour are separate and untouched by it.
- The QUIC transport-parameter model and initial-packet handshake as defined by the HTTP/3 and QUIC specifications, read from the standards rather than from a single implementation.
- This project's network-layer parity checks, which compare a session's negotiated protocol and handshake against a stock build of the same Firefox version.
- The Web Performance
nextHopProtocolvalue, a standard browser API used above to confirm the negotiated protocol from inside the page.
See also: the HTTP/2 fingerprint one layer down, the JA3/JA4 TLS fingerprint below that, and why a clean fingerprint can still be blocked when the IP or the behaviour is the real problem.
Written while maintaining invisible_playwright, a Firefox patched at the C++ level driven by stock Playwright. The QUIC layer is real and young; the honest caveat below the demo is the part that keeps this useful.
Documentation
Guides
-
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?
-
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?
-
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?
-
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
-
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
-
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?
-
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?
-
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