By app · GitHub Copilot
Measure GitHub Copilot at work
Review Copilot use alongside comparable delivery work, quality and cost before the next commitment.

GitHub Copilot
Cursor
Claude Code
Windsurf
GitHub
Jira
Linear
Gemini
Start with the native evidence
Bring the reports. Define the work they need to explain.
GitHub Copilot
Seat assignmentWho has paid access
Copilot activityEngagement and repeat use
Seat costSeats and enablement
Engineering systems
GitHubPull request and review
JiraWork items
ChecksDelivery and quality
Completed workMerged change
Three repositories
Keep correction, return work, and post-merge results visible.
Attribution identifies contribution; it is not causal proof on its own.
GitHub Copilot, matched maintenance work, 1 to 30 June
Repository
Maintenance fixes, payments-api
590Merged changes
2.2Review rounds per change
24 hLead time to merge
$11.40Cost per merged change
590 maintenance changes merged on Copilot seats this month.
The other coding tool merged 640 of the same kind of change, at $9.40 each.
Renewal decision packet
Give the decision an owner and a next check.
The next commitment follows the evidence available for the selected work.
GitHub Copilot renewal, four cohortsThe number it rests onAction
GitHub Copilot renewal, four cohorts
Platform maintenance590 maintenance changes merged at $11.40 each, against $9.40 for the other coding tool on the same work.Consolidate
Mobile featuresComparable work and source coverage are still open, so a rollout has nothing to be read against.Review rollout
Data explorationThe data cohort repeats every week and has reached no reviewed change yet.Clarify scope
Inside the app
What Oximy sees from GitHub Copilot.
GitHub provides Copilot usage metrics and an impact dashboard covering adoption.
4Cohorts with paid accessPaid access by cohortWho holds an assigned Copilot seat, by team.
3 of 4Cohorts repeating weeklyWhere repeat use holdsPaid, repeating, reviewed, merged: a cohort falls out at each step.
$10.10Per merged change, search-indexCost per completed unitThe seat charge, divided by the changes that merged.
$11.40Against $9.40 on payments-apiBeside the other coding toolThe same repository work, priced against the other tool paid for.
A named source is not a promise of an Oximy integration.
Next step