LegitShow is the trusted source on every launched service — web apps, SaaS, AI tools, MCP servers and developer tools: what each one does, who it’s for, and how it actually holds up, measured by an objective 7-Frame production-readiness benchmark taken deterministically from the public surface. How we measure →

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Ranked by measurement

Best ai coding usage tracker

16 tested · top 16 shown

Ordered by a seven-frame production-readiness benchmark measured from each product's public surface — not popularity, pricing or feature count. Nobody pays to appear here and the order is never edited. How it is measured →
How this field scores
low 50median 75best 96
  1. 1
    DevGlobe
    DevGlobe shows your coding activity on a live global map with stats tracking.
    Perf 82
    Sec 100
    Priv 100
    Rel 100
    Std 94
    Disc 100
    devglobe.app · measured 2026-08-09
  2. 2
    agentacct
    See what your coding agents did and what it cost. Breaks each task down into work steps — tools used, files ch
    Sec 80
    Std 100
    Disc 65
    3 not assessed
    github.com · measured 2026-08-09
  3. 3
    Centrail
    Centrail tracks AI usage, cost, and environmental footprint across your tools and team.
    Perf 99
    Sec 100
    Priv 25
    Rel 100
    Std 92
    Disc 100
    centrail.org · measured 2026-08-09
  4. 4
    TokenBoard
    A leaderboard that tracks and compares AI coding token usage across developers.
    Perf 80
    Sec 45
    Priv 100
    Rel 100
    Std 92
    Disc 85
    token-board.com · measured 2026-08-09
  5. 5
    Aimeterly
    Usage analytics and cost tracking for Claude Code deployments.
    Perf 98
    Sec 25
    Priv 75
    Rel 100
    Std 92
    Disc 100
    aimeterly.com · measured 2026-08-09
  6. 6
    claudetop
    htop for your Claude Code sessions — real-time cost, cache efficiency, model comparison, and smart alerts
    Sec 90
    Std 100
    Disc 65
    3 not assessed
    github.com · measured 2026-08-09
  7. 7
    AI Meter
    macOS app that measures local AI coding-agent token usage and estimates resource impact.
    Perf 100
    Sec 80
    Priv 25
    Rel 92
    Std 92
    Disc 60
    ai-meter.app · measured 2026-08-09
  8. 8
    CodexBar Lite
    Native macOS menu bar tracker for OpenAI Codex usage, free and open source.
    Perf 91
    Sec 25
    Priv 25
    Rel 100
    Std 92
    Disc 100
    getcodexbar.xyz · measured 2026-08-08
  9. 9
    CostClaw
    CLI tool that audits Claude Code session logs to find recoverable spend.
    Perf 97
    Sec 45
    Priv 25
    Rel 92
    Std 92
    Disc 75
    costclaw.io · measured 2026-08-09
  10. 10
    CodeBurn
    CodeBurn tracks token usage, cost, and performance across AI coding tools.
    Perf 88
    Sec 25
    Priv 25
    Rel 100
    Std 92
    Disc 100
    codeburn.app · measured 2026-08-09
  11. 11
    StraVIBE
    StraVIBE tracks AI coding tool token usage and ranks developers on a public leaderboard.
    Perf 95
    Sec 45
    Priv 25
    Rel 100
    Std 92
    Disc 35
    stravibe.vercel.app · measured 2026-08-08
  12. 12
    TokenGuard
    TokenGuard monitors AI API costs in real time with a one-line SDK integration.
    Perf 80
    Sec 45
    Priv 25
    Rel 92
    Std 75
    Disc 57
    tokenguards.com · measured 2026-08-09
  13. 13
    TrackAI
    TrackAI monitors AI API spending across providers in one dashboard.
    Perf 82
    Sec 35
    Priv 25
    Rel 92
    Std 92
    Disc 15
    trackai.pro · measured 2026-08-09
  14. 14
    AI Usage Tracker
    Local dashboard that tracks AI coding tool costs across Claude and Codex.
    Perf 80
    Sec 45
    Priv 25
    Rel 67
    Std 75
    Disc 70
    usages.pro · measured 2026-08-09
  15. 15
    claude-code-tools
    Terminal status bar showing live context and rate-limit usage for Claude Code sessions.
    Perf 63
    Sec 10
    Priv 25
    Rel 70
    Std 92
    Disc 65
    pchalasani.github.io · measured 2026-08-09
  16. 16
    PokeTokenBar
    macOS menu bar app that tracks AI coding token usage as a Pokémon companion.
    Perf 100
    Sec 45
    Priv 25
    Rel 47
    Std 64
    Disc 15
    chattymin.github.io · measured 2026-08-10
What this does not say
Products whose sites block automated readers are left out rather than ranked last — we did not measure them, and bottom placement would claim something we never observed. Scores are floors: anything set at a CDN, a proxy or behind a login is invisible from the public surface.

All measured categories → · Browse the directory →