GitHub Adds Industry Comparisons to the Copilot Impact Dashboard

GitHub has announced the addition of an "Industry comparison" section to the Copilot impact dashboard, allowing enterprises and independent organizations to compare their GitHub Copilot agentic adoption and leverage against aggregated benchmarks from participating peers. According to the October 22, 2026 announcement, participation in these comparisons is strictly opt-in and is disabled by default.

Understanding the New Benchmarks

The update introduces metrics designed to help organizations contextualize their coding assistant usage:

• Agentic Adoption and Leverage: Organizations can view the percentage of users classified as agent-first or multi-agent. The dashboard also compares the pull request merge rate of agentic users against nonagentic users.
• Peer Groups: Companies can filter benchmarks by company size categories—such as 1–999, 1,000–4,999, or 5,000+ employees—and select from one of ten industries. Users can toggle between their specific industry and all industries.
• Ranking and Thresholds: Rankings are calculated against peer medians for a 28-day reporting period, with top decile comparisons appearing as the peer group grows. If an industry's peer group is too small, the system broadens the comparison to all industries for that company size.

Privacy, Policy, and Availability

GitHub outlined several important parameters regarding data handling and feature availability:

• Opt-In Controls: Organizations can enable comparisons directly from the dashboard or through central enterprise Copilot policies. Disabling the policy in either location immediately halts data contribution and comparison visibility.
• Data Refresh and Retention: Comparisons refresh on a daily basis. Opting out immediately removes comparison views and excludes data from the subsequent daily update. Aggregated benchmarks contain no identifying data and are automatically deleted after 30 days.
• Data Residency: For users on GitHub Enterprise Cloud with data residency, comparisons are restricted strictly to participants within the same region without cross-region data combination.
• Dashboard Exclusivity: Industry comparisons are viewable exclusively within the Copilot impact dashboard and are excluded from the Copilot usage metrics API, NDJSON exports, and downloads.

Verification and Next Steps

To utilize the feature, organizations must have the Copilot usage metrics policy enabled. Enterprise owners and owners of independent organizations can manage opt-in settings and configure peer groups, while any user with access to the Copilot impact dashboard can view the results once sufficient peer data is available. Readers can verify the update and review further technical guidance by visiting the official GitHub blog and consulting the Copilot impact dashboard documentation.