WakaTime

WakaTime — developer tool for building, shipping, and operating software.

Overview

WakaTime is an open-source analytics platform designed to help developers and teams understand their coding activity, with a focus on AI-generated code metrics. It automatically tracks AI adoption, cost, and effectiveness across popular AI coding tools like Cursor, Claude, GitHub Copilot, and others.

The platform provides dashboards and metrics for developers, team leads, and decision-makers to measure AI spend, adoption rates, code quality, and ROI. It integrates with over 100 editors, IDEs, and terminals through open-source plugins, making it accessible across virtually any development environment.

WakaTime is trusted by 500,000+ developers and helps teams turn AI coding activity into clear, actionable engineering metrics for data-driven decision-making.

Key features

AI cost tracking per model and developer
AI adoption monitoring across teams
Code modification metrics for AI output
Model efficiency comparison (tokens, prompt length)
Per-model breakdown of usage and cost
100+ editor and IDE integrations
Open-source plugins
Team dashboards and leaderboards
Support for Cursor, Claude, GitHub Copilot, and 15+ AI models

Pros

Comprehensive AI metrics across multiple models
Supports 100+ editors and IDEs
Open-source plugin architecture
Trusted by 500k+ developers
Helps justify AI spending with objective data
Tracks both AI-generated and human-written code
Per-developer and per-model cost breakdown

Cons

Requires IDE plugin installation for tracking
Pricing details not clearly visible on homepage
Learning curve for interpreting metrics
Dependent on consistent plugin usage across team

Use this if

You need to track AI-generated code metrics, measure AI tool ROI, monitor team AI adoption, or compare efficiency across multiple AI coding assistants.

Skip this if

You're looking for a simple time-tracking tool without AI-specific metrics, or you need a solution that doesn't require IDE plugin installation.

Best for

Developers tracking AI tool effectivenessTeams monitoring AI adoption and spendEngineering leaders evaluating AI ROICompanies optimizing AI model usageDevelopers comparing AI coding assistants

Alternatives

GitHub Copilot analyticsCursor built-in metricsCustom logging solutionsGeneral developer analytics tools

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