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Token Dashboard Arylmera

analytics-dashboard anthropic claude claude-code cost-tracking desktop-app developer-tools llm-observability rust tauri token-tracking
Use this command to install Token Dashboard:
winget install --id=Arylmera.TokenDashboard -e

Token Dashboard is a desktop application designed to provide detailed analytics and insights into Claude Code token consumption. This tool helps users understand how their tokens are being used by breaking down costs, identifying patterns, and offering actionable recommendations.

Key Features:

  • Comprehensive Usage Analytics: Token Dashboard offers in-depth analysis of token usage, including per-prompt cost breakdowns, tool/file heatmaps, and subagent attribution.
  • Real-Time Insights: Users can view daily token consumption, cache analytics, and session details to monitor their usage patterns.
  • Proactive Tips Engine: The application flags costly habits and provides tips to optimize Claude Code usage before they impact billing.

Audience & Benefit: Ideal for developers and teams utilizing Claude Code, Token Dashboard empowers users with clear insights into their token expenditure. By identifying inefficiencies and suggesting optimizations, it helps reduce costs and improve resource allocation.

Token Dashboard is a fully offline solution designed for privacy, ensuring all data processing occurs locally without any external tracking or login requirements. It can be installed via winget for seamless setup on supported platforms.

README

Token Dashboard

See exactly where your Claude Code tokens go. A local desktop app that turns the JSONL transcripts in ~/.claude/projects/ into per-prompt cost analytics, tool and file heatmaps, subagent attribution, cache analytics, and a tips engine that flags expensive patterns before your next bill does.

100% local · no telemetry · no login · MIT · Windows / macOS / Linux · ~7 MB installer.

Latest release License Buy Me a Coffee

Token Dashboard overview

Install

Pre-built installers ship for every v4.* tag — latest release.

Windows (.msi)

winget (recommended once published):

winget install Arylmera.TokenDashboard

Scoop (from the dedicated bucket):

scoop bucket add token-dashboard https://github.com/Arylmera/scoop-token-dashboard
scoop install token-dashboard

Direct MSI:

curl.exe -L -o token-dashboard.msi https://github.com/Arylmera/Token-Dashboard/releases/latest/download/Token.Dashboard_x64_en-US.msi
msiexec /i token-dashboard.msi

Installs to %LOCALAPPDATA%\Programs\Token Dashboard\ with Start Menu shortcuts. SmartScreen will warn about an unrecognized publisher on first launch — click More info → Run anyway. The bundle is unsigned for now.

macOS (Apple Silicon)

Homebrew tap:

brew tap Arylmera/token-dashboard
brew install --cask token-dashboard

One-line installer:

curl -fsSL https://raw.githubusercontent.com/Arylmera/Token-Dashboard/main/scripts/install.sh | bash
Versions
4.0.11
4.0.10
4.0.9
4.0.7
3.0.6
Website
github.com
License
Last updated
5/16/2026
Download latest version

What it does: downloads the latest *.dmg from the GitHub releases API, copies Token Dashboard.app to /Applications, runs codesign --force --deep --sign - to fix the Team-ID dyld mismatch that otherwise breaks unsigned bundles on macOS 14+, and launches the app. Source: scripts/install.sh.

> ⚠️ The script is unsigned plain text. Open the URL in your browser > first if you'd rather review the commands before piping them to bash.

Manual alternative — drag Token Dashboard.app from the .dmg to /Applications, then:

codesign --force --deep --sign - "/Applications/Token Dashboard.app"
open -a "Token Dashboard"

Linux (.AppImage / .deb)

# AppImage — runs anywhere
curl -L -o token-dashboard.AppImage https://github.com/Arylmera/Token-Dashboard/releases/latest/download/token-dashboard_amd64.AppImage
chmod +x token-dashboard.AppImage
./token-dashboard.AppImage

# Debian / Ubuntu
curl -L -o token-dashboard.deb https://github.com/Arylmera/Token-Dashboard/releases/latest/download/token-dashboard_amd64.deb
sudo dpkg -i token-dashboard.deb

> Single binary, ~5–10 MB installer. No Python, no Node, no Chromium — > Tauri 2 + WebView2 / WebKit on the system side.

What you get

TabWhat it answers
OverviewTop-line totals, cost per day, stacked input / output / cache breakdown, daily budget burn.
PromptsYour most expensive user prompts, joined to the assistant turn that followed — find the question that cost $4 in cache misses.
SessionsRecent sessions with cost, model, tags, and per-turn drill-down.
ProjectsPer-project aggregation with worktree-fold so a parent repo doesn't fragment into N rows.
SkillsInvocation counts and per-call context cost from ~/.claude/skills/. See which skills earn their token budget.
TipsRule-based suggestions: low cache hit rate, repeated file reads, Opus-on-tiny-turns, retry storms, oversized tool results.
SettingsPlan, budget caps, badge metric, glass mode, source attachment, pricing overrides.

Privacy

Fully offline. The one optional network call is the Sync limits button in Settings: it hits the Anthropic Messages API with a key you save to read rate-limit headers, and stays disabled until you save a key. Everything else — scanning, parsing, pricing, the SSE feed, the tips engine — runs against local files only.

Developer documentation

Building from source, architecture, configuration, and contribution notes live in docs/DEVELOPMENT.md.

License

MIT.