Devin Desktop adoption

The Devin Desktop adoption report measures daily, weekly, and monthly adoption of Devin Desktop across your organization.

This report helps teams:

  • Track rollout progress — Measure adoption rates across your organization as you roll out Devin Desktop to more teams.
  • Identify power users and champions — Find developers who are getting the most value from Devin Desktop and can help others adopt best practices.
  • Optimize license spend — Spot unused licenses that can be reallocated or followed up on.

Note: Devin Desktop adoption is only available when Devin Desktop is connected to DX.

Adoption

The Adoption tab displays adoption trends over time and provides a breakdown by team.

  • Active contributors — Adoption is measured as the percentage (or total count) of contributors actively using Devin Desktop. Toggle between Percent and Total views, and switch between two population scopes:

    • Contributors — DX users assigned to a team
    • Licensees — Devin Desktop license holders

  • DAU, WAU, MAU — Use the activity period dropdown to view adoption at different cadences:

    • Daily active users (DAU) — Active at least once per day
    • Weekly active users (WAU) — Active at least once per week
    • Monthly active users (MAU) — Active at least once per month

  • Team breakdown — A table below the main chart shows adoption metrics by team. Expand teams to see individual contributor activity. Supports sorting, date filtering, and CSV export.

Power users

The Power users tab identifies the users with the most engagement across your organization. Displays a table sorted by activity within the selected time period, showing name, login, and days active. Use filters to narrow results (up to 500 users shown).

Unused licenses

The Unused licenses tab shows licenses that have not been used within the selected time period. Displays name, login, and last active date. Useful for identifying reallocation opportunities or following up with inactive users (up to 500 users shown).