If you want to compare team delivery speed in GitHub, start with PR metadata that every team already creates: open time, review time, merge time, and the work involved between them. The useful part is not a single number; it is a scoped comparison that shows how each team moves PRs through review and merge over time.
For engineering managers, the goal is simple: compare teams on the same metric definitions, in the same time window, with the same scope. That makes the discussion about delivery flow instead of anecdotes. DeliveryCompass supports that with team-scoped KPIs, trend charts, a team performance table, and drill-downs on the underlying PR data.
What to compare when you want team delivery speed in GitHub
Team delivery speed is best compared using a small set of PR-derived metrics that describe flow, not just volume. The most useful comparisons usually include:
- PR lead time from opened to merged
- Time to first review
- Review turnaround time across the team
- Merge throughput over the same period
- PR aging for work that is still open
Those metrics help you see whether a team is waiting on review, spending too long in review, or batching merges in a way that hides slowdowns. If you need a refresher on metric choices, Choosing delivery metrics is a good place to start.
Use the same scope before you compare teams
Comparisons only work when the scope is consistent. A team that owns one repo and a team that spans six repos will look different unless you map the same kind of work to the same team boundary. That is why scoped KPIs matter more than raw GitHub totals.
With teams and repos mapping, you can define which repositories belong to each team and compare delivery speed across those scopes. That keeps the question focused on delivery performance, not on who happens to own more code. See Teams and repos for how scoped measurement works.
For a broader view of the product model, the Dashboard page explains how team KPIs and trend charts fit together.
Read the trend, not just the snapshot
A team may look fast for one week because of a burst of small PRs, or slow because of a large feature landed during the period. Trend charts are the better way to compare delivery speed because they show whether a team is improving, holding steady, or drifting.
Look for:
- Consistent direction over several weeks
- Changes that line up with staffing or process shifts
- Gaps between review time and merge time
- Teams that fluctuate more than others
DeliveryCompass includes overview dashboard trend charts and a team analytics chart grid with drill-down, so you can move from the comparison table into the underlying pattern without rebuilding the analysis elsewhere. If you want a deeper look at those views, see Team analytics and Chart milestones.
Use PR metadata to explain why one team is faster than another
When one team is faster, the question is usually not “which team is better?” It is “what is different in the flow?” PR metadata can help answer that with concrete signals such as:
- How quickly reviews begin after opening
- Whether PRs sit waiting on approval
- Whether changes are small and easy to review
- Whether the team closes work in batches
Those signals make team comparisons more useful because they point to habits and constraints, not guesses. In practice, that gives managers a clearer way to coach process choices and unblock slower paths. If you are also looking at contributor behavior, Profile and Weekly summary can help surface the right follow-up view for the team.
Make comparisons useful in staff meetings
Comparing team delivery speed should lead to a decision, not a debate. A short weekly view works best when it highlights the teams that changed, the teams that stayed flat, and the teams that need attention.
That is where attention callouts help. Instead of reading every chart in the room, you can focus the discussion on the few teams with meaningful movement in lead time, review responsiveness, or merge throughput. For a meeting-friendly format, see Staff meeting metrics.
If your org wants a lighter recap each week, the Weekly summary is a practical way to keep the comparison visible without adding more meeting time.
Keep the comparison fair and easy to trust
Good team comparisons are narrow, repeatable, and easy to explain. A few guardrails help:
- Compare like-for-like scopes, not all GitHub activity.
- Use the same date range for every team.
- Prefer trends over single-week snapshots.
- Check whether one large PR or one release week distorted the result.
- Document the metric definition before you present it.
If you are still deciding which metrics to standardize on, Metrics and PR lead time by team can help you set a consistent baseline.
FAQ
What is the best metric for comparing team delivery speed in GitHub?
PR lead time is usually the best starting point, but it is stronger when paired with review turnaround and time to first review. Together, those metrics show where flow slows down.
Why do two teams with similar output show different delivery speed?
They may work in different repo scopes, handle different PR sizes, or have different review patterns. Team-scoped KPIs and PR metadata help separate those factors.
Should I compare teams by number of PRs merged?
Not by itself. Merge count can be useful context, but it does not tell you whether work moved quickly or got stuck in review. Compare volume alongside lead time and review flow.
How often should I review team delivery comparisons?
Weekly is a practical cadence for most engineering managers because it catches changes early without overreacting to daily noise.
What if one team owns more repos than another?
Use teams and repos mapping so each team is measured against the work it actually owns. That makes the comparison much fairer and easier to defend.
Want to compare team delivery speed with scoped GitHub PR data instead of spreadsheets? Start with /app/onboarding and connect your teams, repos, and KPIs in one place.
For limitations and measurement caveats, see Limitations.