GitHub Copilot impact dashboard adds return on investment metrics
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GitHub announced on 7 August 2026 that the Copilot impact dashboard now includes a potential return on investment section. This addition connects what organisations spend on Copilot to the pull request output they receive. Two cards compare developers based on their depth of adoption, contrasting passive and chat-focused users against agent-first developers. Each card displays the average monthly Copilot cost per developer, that cost as a share of monthly payroll, and the average number of pull requests per developer per month. A salary selector allows users to choose a compensation band to instantly recalculate these cost-derived metrics against their own payroll assumptions. GitHub states that cost figures are estimates based on actual AI credit consumption, and the salary selector serves as a modelling input rather than actual payroll data.
Cohort user counts and permissions
According to the GitHub changelog, adoption cohort user counts now reflect every user active during the full 28-day reporting window, rather than only users active on the final day of the window. GitHub notes that reports ending on a weekend or holiday previously showed sharply lower counts in each phase, and users should expect cohort counts to be noticeably higher going forward. This change only affects the impact dashboard, leaving the Copilot usage metrics API and NDJSON exports unchanged. The new return on investment section is available at both the enterprise and organisation level. It is accessible to enterprise owners, billing managers, organisation owners, and individuals with a custom role granting the View Copilot Metrics permission, provided the Copilot usage metrics policy is enabled.
What this changes for tools we list
- GitHub Copilot — The GitHub Copilot impact dashboard now includes a return on investment section with cost-per-developer metrics, pull request comparisons, and a salary selector for modelling payroll assumptions.
Sources
- Copilot impact dashboard adds a return on investment section — GitHub Changelog, 7 August 2026