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firefox vs chromium antidetect
Firefox is the stronger engine for anti-detect automation when the target's detection is Chromium-tuned, which most of it is: it exposes no CDP automation protocol, keeps one copy of its identity instead of three, and ships one binary instead of a separate headless one. The cost is real and specific - Firefox is a small single-digit share of real traffic, so its fingerprint is rarer than a Chrome one. Pick whichever your stack supports, then fix the machine, because in most cases the engine is not the binding constraint.
The usual framing is that Firefox gives stronger engine-level stealth at a higher resource cost, and Chromium gives better compatibility. Both halves are true and neither is the interesting part.
The interesting part is that the two engines differ structurally in how much automation surface they have, in how many copies of their identity they maintain, and in how much attention detection has paid them. And that one of those differences cuts hard against Firefox in a way most comparisons skip.
This page is the four structural arguments for Firefox, the one serious argument against it, what the choice does not fix, and how to decide.
The differences that matter are structural, not cosmetic. This table summarises them; each row is unpacked in its own section below.
| Dimension | Firefox (patched) | Chromium |
|---|---|---|
| Automation protocol | No CDP; driven by a patch whose artefacts are smaller and less studied, not absent | CDP shipped in the browser, a well-studied detection surface |
| Copies of identity to keep in sync | One (no Client Hints) | Three: user agent string, Sec-CH-UA headers, navigator.userAgentData
|
| Capability parity with what people run | Firefox is Firefox; no stripped variant runs in automation only | Default managed build fails a DRM capability check that real Chrome, Edge, Brave and Opera pass |
| Headed vs headless | One binary with a flag | Different binaries by default in recent Playwright |
| Detection attention | Comparatively little; most research targets Chromium | The overwhelming majority of accumulated detection work |
| Share of real traffic | Small single-digit share, so the fingerprint is rarer (a real cost) | Large majority of real browsers |
| AI agent framework fit | Usually not; most frameworks drive Chromium over CDP | Native fit for CDP-based frameworks |
Firefox has no CDP. Playwright drives it through a patch of its own, which means there is no shipped protocol to detect.
Chromium's automation protocol is the Chrome DevTools Protocol, and it is a first-class, shipped part of the browser. That is convenient and it is also a surface: enabling the runtime domain has observable effects, the listener exists, and a body of detection work targets exactly those artefacts. Chromium stealth builds spend a lot of their effort stripping them.
And here is the honest half, which the comparisons that say "Firefox has no CDP"
always omit: that patch has its own artefacts, and they are not trivial. Attaching a
JavaScript debugger disables the optimising JIT, which is measurable through timing
alone. Its own frames appeared in Error.stack. Evaluated code was labelled as debugger
evaluation. And a serialisation helper ran in the page's realm before the page's first
script, touching built-in prototypes in a world that should have been untouched.
All four are written up here, because we had to find and fix them.
So the correct statement is not "Firefox has no automation surface". It is that the surface is different, smaller, and much less studied, because far fewer people are looking.
Playwright's default managed Chromium closed its codec gap in 2026 - as of Playwright 1.57 it ships Chrome for Testing, which carries H.264 and AAC. Widevine, the DRM real streaming services require, did not come along with it: checked directly, the current default still rejects a Widevine session request. Real people run Chrome, Edge, Brave or Opera, all of which have it - this is the strongest version of the argument, and the one most comparisons skip entirely.
So the capability set that automation reports belongs to almost nobody on that one remaining axis, and it is testable in one line. Worse, it is a capability rather than a value: a missing DRM module is missing machine code, so no property override produces it, and a user agent claiming Chrome on a build that can't negotiate Widevine is a provable contradiction rather than an unusual reading.
Firefox has no equivalent split. There is no stripped Firefox that automation runs and people do not, so a patched Firefox is Firefox in the ways a capability check can test.
The full version is here, including the branded-channel escape and what it costs.
Modern Chromium reports who it is in three places: the user agent string, the
Sec-CH-UA
request headers, and navigator.userAgentData. In a real browser all three
come from one internal state and agree by construction.
For anything modifying that identity, they are three copies to keep in sync, and the headers are sent before any script runs, so a page-level patch cannot reach them at all. Comparing them is a few lines on a server.
Firefox does not implement Client Hints. There is no second pipeline and no third copy. The absence is correct, expected, and shared with every other Firefox on the internet.
That is a genuine structural advantage, and it comes with a matching constraint: you cannot then claim to be Chrome, because a request claiming Chrome and carrying no Client Hints contradicts itself.
Firefox is one binary with a flag. The flag still changes behaviour, and this project avoids it entirely by running headed and hiding the window, but the starting position is one codebase rather than two.
Recent Playwright versions default Chromium's headed and headless modes to different binaries: a regular Chromium build for headed operations and a separate headless shell for headless mode. A separate implementation composites and paints differently, which is a real difference in what gets rendered and when.
The overwhelming majority of browser automation is Chromium, so the detectors, the
research, the blog posts and the heuristics are Chromium-first: window.chrome shape,
CDP artefacts, the Chromium headless user agent, ChromeDriver's own leftovers - this one
is about attention rather than architecture.
The cdc_ variable is a Chromium-family problem that
Firefox users never think about.
Running Firefox sidesteps a large amount of accumulated, specific work. Not because Firefox is harder to detect in principle, but because fewer people have written the detection.
That advantage is real and it is also borrowed. It shrinks as Firefox-based tooling becomes more common, and nothing about it is permanent.
Chrome and Chromium derivatives are the large majority of real browser traffic. Firefox is a small single-digit share.
So a Firefox fingerprint is intrinsically rarer than a Chrome one, and rarity is the thing this entire documentation set warns about on every other page. A perfectly consistent Firefox is still a member of a much smaller crowd.
Being straight about what that does and does not mean:
- It does not make you look automated. Millions of people use Firefox, and being one of them is unremarkable.
- It does narrow the population a scoring system places you in, before anything else is considered.
- It matters more where a site's traffic is unusually Chrome-heavy, and less where the audience is broad.
Anyone selling you a Firefox-based tool without mentioning this is not being straight with you. It is the strongest argument on the other side and it does not go away.
Most AI agent frameworks drive Chromium over CDP. We checked five of them by reading their source: browser-use, Stagehand and Skyvern are CDP, so a Firefox engine does not drop into any of them. The verified table is here.
If your surrounding stack is one of those, the engine choice has already been made for you.
Neither engine changes the machine, which is worth stating plainly because the engine debate absorbs attention that belongs elsewhere. On a server, both report a software renderer, a container font set, no audio device, no speech voices and a default screen, and each of those is a stronger signal than the engine.
Neither changes the TLS handshake beyond making it genuinely that browser's, and neither can be patched from JavaScript.
Neither changes behaviour. A pointer that teleports is a pointer that teleports on both.
If you are choosing an engine before fixing those, you are optimising the smaller term.
Firefox's advantages are structural: no CDP surface, one identity instead of three, one binary instead of two, and a detection ecosystem that has spent its effort elsewhere. Chromium's advantage is that it is what almost everybody runs, which is not a small thing when the question being asked is "does this look like a normal visitor".
The honest recommendation is conditional. If your target's heuristics are Chromium-tuned, which most are, Firefox skips a lot of them. If your target weights how common your browser is, Firefox costs you. If your framework speaks CDP, the question is already answered.
And in most real cases the engine is not the binding constraint. The machine is.
Is Firefox better than Chromium for anti-detect? Structurally it has less automation surface and one identity to maintain instead of three. It is also a much smaller share of real traffic, which cuts the other way.
Does Firefox avoid CDP detection? It has no CDP. Its automation layer has its own artefacts, which are smaller and less studied rather than absent.
Why do Client Hints favour Firefox? Because Firefox does not implement them, so there is no second copy of the identity to keep consistent. The constraint is that you cannot claim to be Chrome.
Is a Firefox fingerprint suspicious? No. It is less common, which narrows the population you are placed in. Millions of real people use Firefox.
Can I use a Firefox engine with an AI agent framework? Usually not. Most drive Chromium over CDP.
Which should I pick? Whichever your stack supports, then fix the machine. That is the larger term in almost every case.
See also: three ways to make Playwright undetected, AI browser agents and stealth for the framework constraint, and Playwright in Docker for the part that is the same either way.
- The Chrome DevTools Protocol as a shipped Chromium interface, and this project's own automation-layer artefacts, documented on the debugger page.
- User Agent Client Hints as implemented in Chromium and absent in Firefox.
- Recent Playwright defaulting headed and headless Chromium to different binaries.
- Five agent frameworks read from source, tabulated on the agents page.
From the notes of invisible_playwright, a Firefox patched at the C++ level. We chose Firefox and the section arguing against it is the one worth reading twice.
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