Measure real developer productivity
Analyze Git repositories with AI-powered effort estimation. Get Ghost % — the ratio of actual productive output to expected work capacity.
Features
AI Effort Estimation
Each commit is analyzed by an LLM to estimate real cognitive effort in hours — not just lines of code.
Ghost % Metric
Compare estimated effort against standard work capacity. See who delivers above or below the norm.
Team Analytics
Aggregate metrics per developer, per period. Identify productivity patterns and anomalies.
How it works
1
Add repositories
Connect your GitHub account or add public repos by URL. DevGhost extracts commit history automatically.
2
Run analysis
AI estimates cognitive effort for each commit — accounting for complexity, not just diff size.
3
Review Ghost %
See each developer's Ghost % — the ratio of estimated productive output to expected capacity.