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detect installed fonts javascript
There is a font-detection technique that needs no font-enumeration API, no permission, and no privileged surface. It draws a short string in a candidate font, draws the same string in a known fallback, and compares the two rendered widths. If they differ, the candidate font is present. If they match to the pixel, the browser fell back, so the font is absent.
That single comparison is old, cheap, and still in wide use, because it is hard
to disable without breaking real pages. This page is what the width-comparison
probe actually measures, why it is a different thing from hashing measureText
output, what it returns on a bare headless browser, and how a browser that ships
its own font set answers it the same way on Windows, Linux and macOS.
The mechanism is a fallback trick. Set an element to a font stack whose only entry is a generic family the platform is guaranteed to resolve, measure a test string, and record that width as the baseline. Then prepend a candidate family to the same stack and measure again. The browser uses the candidate if it can resolve it, and falls back to the generic if it cannot. A different width means the candidate rendered; an identical width means it did not exist.
// The classic width-comparison presence probe, no enumeration API involved.
function fontIsPresent(family) {
const probe = "mmmmmmmmmmlli wwww 0123456789";
const canvas = document.createElement("canvas");
const ctx = canvas.getContext("2d");
ctx.font = "72px monospace";
const baseline = ctx.measureText(probe).width;
ctx.font = `72px "${family}", monospace`;
const candidate = ctx.measureText(probe).width;
// Present if the candidate changed the width away from the fallback.
return candidate !== baseline;
}The same idea works with a hidden DOM element and offsetWidth instead of a
canvas; the width number comes from the same text-shaping path either way. A
detector then runs this over a list of a few hundred font names and turns the
present/absent bits into a vector. Two facts about that vector are what make it
useful to a detector: it is stable for one machine, and it varies between
machines, because the installed-font set is one of the more distinctive things
about a device.
It is easy to lump this in with measureText fingerprinting, but the two probe
different things and a browser can answer one well and the other badly.
A measureText hash reads the exact sub-pixel width of one string in one font
and treats the fractional part as entropy. It does not care whether a font is
present; it cares that the same font renders to a slightly different width on
two machines because of the rasterizer behind it.
The width-comparison probe on this page throws that precision away. It only asks a yes-or-no question: did the width move at all. A font that renders one pixel wider than the fallback is just as "present" as one that renders forty pixels wider.
That distinction matters for a disguise. Hiding from the hash means making the fractional width deterministic and detached from the host rasterizer, which is what a bounded per-run offset on the text-shaping path does. Hiding from the presence probe means controlling which families resolve at all, which is a font-set problem, not a metrics problem.
Get the first right and the second wrong and you have a clean width hash sitting on top of a font list that screams "Linux server". The two have to be solved together, and this is one reason headless browsers render a different set of fonts than a desktop.
Run the probe on stock headless Chrome or Firefox in a container and the result is not "no fonts". It is a font set that belongs to the base image.
A default Linux container answers "present" for DejaVu, Liberation and a handful of Noto families, and "absent" for every family a Windows desktop ships: no Segoe UI, no Calibri, no Cambria, no Consolas. The probe does not need to know those names to score you. It runs its whole list, gets a vector that matches no consumer operating system, and that mismatch is the signal.
Claiming Windows in the user agent while the font vector is a Linux base image is a one-line contradiction, and it is exactly the kind of internal disagreement that a browser that inspects consistency rather than values records as a lie.
The same probe list produces a different vector in each of these three cases:
| Environment | Fonts that resolve (present) | Windows desktop fonts (absent) |
|---|---|---|
| Default Linux container | DejaVu, Liberation, a few Noto families | Segoe UI, Calibri, Cambria, Consolas |
| Real Windows desktop | Segoe UI, Calibri, Cambria, Consolas and the rest of the Windows set | none, they are installed |
| Bundled font set (this project) | the same fixed Windows set on every host | none, shipped inside the binary |
The reverse failure is just as visible. A build that tries to suppress the probe by forcing every candidate to fall back returns "absent" for everything, including the generic families a real browser always has. An all-absent vector is not a real machine either. A suppressed signal is itself a tell, so the goal is not to answer "no" to everything, it is to answer the way a specific real desktop would.
The approach this project takes is to stop borrowing the host's fonts at all. The patched Firefox carries a fixed set of real Windows font files inside the binary and builds the family list from a single manifest, so the same set is present whether the process runs on a Windows laptop, a Linux server or a macOS runner. The width-comparison probe sees that set and nothing from the machine underneath.
Here is the probe run end to end against a reproducible identity. It measures a list of families, splits them into present and absent, and prints the vector the detector would score.
from invisible_playwright import InvisiblePlaywright
CANDIDATES = [
"Segoe UI", "Calibri", "Cambria", "Consolas", "Arial", "Tahoma",
"Times New Roman", "Verdana", "Georgia", "Trebuchet MS",
"DejaVu Sans", "Liberation Sans", "Ubuntu", "Noto Sans CJK SC",
]
PROBE_JS = """
(families) => {
const probe = "mmmmmmmmmmlli wwww 0123456789";
const ctx = document.createElement("canvas").getContext("2d");
const widthIn = (stack) => { ctx.font = `72px ${stack}`; return ctx.measureText(probe).width; };
const baseline = widthIn("monospace");
const present = [], absent = [];
for (const f of families) {
(widthIn(`"${f}", monospace`) !== baseline ? present : absent).push(f);
}
return { present, absent };
}
"""
with InvisiblePlaywright(seed=42) as browser:
page = browser.new_page()
page.goto("https://example.com")
result = page.evaluate(PROBE_JS, CANDIDATES)
print("present:", result["present"])
print("absent :", result["absent"])The Windows families resolve and the Linux-only families fall back, on every
host, because the resolution is decided by the bundled manifest and not by
whatever fonts the container happens to have. browser here is a real Playwright
Browser, so this is ordinary page.evaluate against a live page, nothing the
wrapper had to add.
The reason this holds up is that both halves of the probe are host-independent by construction.
The present/absent half is settled by the manifest. The family list is built from the same checked-in data on all three platforms, so the set of names that resolve is a property of the build, not of the OS font directory. There is no path where the host's DejaVu or the host's system UI font leaks into the list that content can enumerate.
The width half is where a naive bundle would still leak. If the widths came straight from the platform rasterizer, the same bundled font would measure a little differently under DirectWrite on Windows than under FreeType on Linux, and the fractional widths would sort the machines back into OS buckets even with an identical font set.
Instead the width for a run gets one bounded sub-pixel offset, applied once to the last glyph of the run and derived from the session seed, rather than from the host text engine. It is length-independent, so it does not grow with the string, and it is deterministic, so the same seed gives the same width every time. The result is that the width-comparison probe, and the finer width-hash probe layered on it, both answer from the seed rather than from the operating system.
You can watch that directly: run the block above with seed=42 on two different
machines and the present/absent split and the measured widths match. Change the
seed and the widths shift together while the present/absent split stays fixed,
because the font set is the same identity and only the metrics jitter is
per-seed. That is the difference between a font disguise that is consistent
across platforms and one that merely looks
right on the machine you built it on.
The width-comparison probe is durable precisely because it is simple: a fallback, two measurements, a subtraction. You cannot answer it by patching a property, because there is no property, only the rendered width of a string. The only way to give it a coherent answer is to control the font set it resolves and the widths it reads, together, and to make both come from the identity rather than from the host.
That is the test to hold any stealth setup to. Enumerate the presence vector, confirm it matches a real desktop instead of a base image, then read the widths twice and confirm they are stable and detached from the OS underneath. A vector that is all-present, all-absent, or quietly shaped like the server it runs on has failed, whatever the headline verdict says.
Can JavaScript detect installed fonts without an enumeration API? Yes. It draws a test string in a candidate font and in a generic fallback and compares the two widths; a difference means the font is installed. No permission or special API is required.
How does the width comparison actually tell present from absent? The browser uses the candidate font if it can resolve it and the fallback if it cannot. The same string in a resolved font measures a different width than in the fallback, so a width that moves means present and a width that matches means absent.
Is this the same as measureText fingerprinting? No. measureText
fingerprinting reads the exact fractional width as entropy. The presence probe
only checks whether the width moved at all. A browser can hide from one and leak
the other, so both have to be handled.
Why does a headless browser fail this probe? Because its font set belongs to the base image, not to the platform it claims. A Linux container answers "absent" for every Windows desktop font, and that vector matches no real consumer OS.
Does hiding fonts by making them all absent work? No. An all-absent vector is not a real machine either, and a suppressed signal is its own tell. The aim is to answer the way a specific real desktop would, not to answer no to everything.
Why do the widths come out the same on Windows and Linux here? Because the font set is built from one manifest on every OS, and the width for a run carries a single bounded, seed-derived offset instead of the host rasterizer's metrics, so the numbers track the seed rather than the operating system.
- This project's font architecture notes: a bundled Windows font set built from a single manifest, exposing the same families on all three operating systems, and a bounded per-run width offset on the text-shaping path that replaces the host rasterizer's metrics.
- The width-comparison presence technique as it appears in public detection suites, read as the fallback-and-subtract mechanism described above rather than from any one implementation.
See also: why a bundled font set stays identical across platforms, how the measureText width hash is handled, and why headless browsers render a different font set.
Written while maintaining invisible_playwright, a Firefox patched at the C++ level driven by stock Playwright. The font set is the same on every host by construction, which is the only reason this probe answers the same way whether the process runs on a laptop or a container.
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