AI coding analytics

Understand your AI Code

Track AI-generated code, tokens, lines, manual review rates, and bugs from Cursor, Codex, Claude, and more.

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What you can measure

A clearer view of AI output, quality, and cost

WakaTime turns AI coding activity into clear metrics for developers, teams, and company-wide decision making.

01

AI-generated lines

Track how much code is being produced with AI across repos, projects, developers, and teams.

02

AI fix-up rate

See how often developers have to correct or rework AI-edited code to spot quality issues earlier.

03

Tokens per line by model

Compare model efficiency with average tokens per line so usage and cost tradeoffs are easy to evaluate.

04

Prompt length over time

Understand how developers interact with AI tools by tracking average prompt length in characters over time.

Supported today Claude Codex Copilot Cursor VS Code Claude Code More models and harnesses are in progress.
Why it matters

Turn AI coding activity into clearer engineering decisions

Developers

See which AI tools actually help you ship faster, where they introduce rework, and how your habits are changing over time.

Team leads

Understand adoption, output, and trends across the team without relying on anecdotes, surveys, or self-reported usage.

Decision Makers

Evaluate AI tools with real usage data and make smarter decisions about how your company adopts AI dev tools.

Used by 500k+ developers

I’ve always needed a plugin that silently judged my coding habits behind my back. WakaTime is the judgmental friend inside my IDE.
TJ Holowaychuk
Creator of Express.js
I used to tell people how much time I spent coding, but nobody would believe me. Thanks to WakaTime, now I have proof! It’s like having a diary for my coding, but with more graphs and less teenage angst.
Maya Wright
Software engineer
WakaTime isn’t just a plugin, it’s a reality check. It gently reminds me that fixing the bug didn’t take 10 minutes like I said… in reality it took 6 hours!
Robert Adams
Software engineer

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