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GitHub Blog
Copilot impact dashboard adds a return on investment section
GitHub's Copilot impact dashboard has introduced a new section focused on potential return on investment (ROI). This addition allows users to directly compare costs associated with Copilot against the developer output achieved. It breaks down developers into categories based on usage, providing insights into costs as a percentage of payroll and enabling effective cost modeling. Additionally, improvements in user count accuracy will enhance reporting metrics, making it easier for organizations to assess Copilot's impact.
MonitorConfidence: MediumShort term horizon
Published 7 Aug 2026, 22:45 UTC2 min read
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Summary
TL;DR
- ROI section compares Copilot spend with developer output
- Cohort user counts are now based on activity over a 28-day period
- Metrics adjusted based on actual AI credit consumption
- Available for enterprise and organization-level roles
- Salary selector allows for personalized cost analysis
Interesting facts
- Cohort user counts are now more accurate due to a change in the reporting window
- The return on investment section is modeled based on estimates that do not represent actual payroll data
What changed