Benchmarks

The Benchmarks report allows you to compare selected engineering metrics side by side across teams. It is accessible under Health in the left sidebar.

The report displays a Side-by-side comparison table where each column represents a team and each row represents a metric. Values are color-coded to highlight performance differences across teams, making it easy to identify outliers at a glance. New teams can be added to the comparison using the + button at the end of the column headers.

The following metrics are displayed by default:

Lead Time for Changes - The median time from first commit to production deployment.
Deployment Frequency - How often code is deployed to production.
Change Failure Rate - The percentage of deployments that result in a failure.
Mean Time to Restore - The average time to recover from a production incident.
Deployments - The total number of deployments in the selected period.
Linked PRs - The number of pull requests linked to a ticket or issue.

Additional metrics can be added to the table using the + Add metric button. There are 30 available metrics in total, including:

Unlinked PRs, Failed PRs, PR Failure Rate
Avg Coding Time, Avg Pickup Time, Avg Review Time, Avg Deploy Time
Pull Requests Created, PRs Closed, PRs Merged
Reviewed PRs, Unreviewed PRs, Rubber-Stamped PRs
PR Traceability (%), Lines Added, Lines Deleted
Avg Time to Merge, Issues Created, Bugs Created
Avg Issue Cycle Time, Active Issues, Issues Resolved
Stuck Issues, Issues Touched, Story Points Completed
Avg Story Points, Commits Created, Issues per PR
Knowledge Sharing Index, Active Days

Filters available at the top of the report include date range, Repos, Attributes, and Groups.