---
title: "GlassBox"
description: "Client-side fingerprint bench that runs every signal a site can read from your browser and rates how identifiable each one makes you."
canonical: "https://vibing.inc/library/glassbox-vg-2107"
category: "Dev Utilities & Vibe-Coding Tooling"
subcategory: "Perf & debugging"
license: "open-source"
author: "CodeCanary (HotStartLabs)"
source: "https://glassbox.codecanary.org"
---

# GlassBox
Client-side fingerprint bench that runs every signal a site can read from your browser and rates how identifiable each one makes you.
## Facts
- Source: https://glassbox.codecanary.org
- Category: Dev Utilities & Vibe-Coding Tooling / Perf & debugging
- Author: CodeCanary (HotStartLabs)
- Licence: open-source
- Tags: fingerprinting, privacy, browser, diagnostics
## Why it's a gem
Shows the tracking surface you ship by default, with honest entropy caveats.
---
Listed in The Vibeary: https://vibing.inc/library/glassbox-vg-2107 · JSON: https://vibing.inc/api/public/library/gems/glassbox-vg-2107