Engineering Benchmarks
Enter your team's monthly developer velocity and see how it compares against an illustrative aggregate distribution, with a percentile and quartile breakdown.
Your team
Illustrative estimate; edit to match your team.
25th percentile18
Median (50th)32
75th percentile48
90th percentile66
Your standing
50th
percentile: Above the median
Bands are illustrative aggregate data, not real customer data. Your real benchmark comes from your own GitHub history once connected.
Illustrative distribution
Anonymized demo teams by median monthly velocity.
Benchmark your real GitHub history
See where your team actually stands
Connect GitHub to replace the demo bands with your own velocity, quality, and concentration, benchmarked against opted-in teams under a strict k-anonymity floor. No individual is ever named or ranked.
Methodology
The distribution on this page is illustrative aggregate data, published as a static, versioned dataset. It exists so you can sanity-check where a velocity number roughly lands, not to certify a score. In the product, your benchmark is built from three real sources: your own GitHub history, published DORA research, and the Pluralsight Flow engineering metrics reference.
Cross-team comparison is privacy-gated. It only appears once enough teams opt in (a k-anonymity floor), every other team is anonymized as "Company A/B", small teams are folded into an "Other teams" aggregate, and no individual engineer is ever named or ranked. Read more in the engineering benchmarks guide and on the engineering benchmarks overview.
To go deeper, see what good velocity looks like, output concentration and bus factor, or browse more free engineering tools.