Measuring productivity is critical to calculating ROI on AI investments. At Sentrix, we measure productivity tracking how many units of customer value are delivered per engineer. We even wrote a blog post about in Measure What Matters: Going Beyond AI-hype Metrics. However, it's also important to measure productivity against industry benchmarks.
1 PR per day per engineer is typical in a high-velocity team.
Sentrix Metrics February 1, 2026 - 1 PR per engineer/week March 1, 2026 - 1-2 PRs per engineer/week March 15, 2026 - 4 PRs per engineer/day
