DORA Metrics

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Overview

DevOps Research and Assessment (DORA) metrics are four key metrics that indicate the velocity and stability of software development.

Deployment frequency: How often an organization successfully releases to production.
Lead time for changes: The amount of time it takes a commit to get into production.
Change failure rate: The percentage of deployments causing a failure in production.
Time to restore service: How long it takes an organization to recover from a failure in production.

Defining and tracking DORA metrics can help you identify areas of improvement for your team or organization’s speed and quality of software delivery.

Set up DORA Metrics

To start configuring data sources to send deployment and incident events to Datadog, see the Setup documentation.

Analyze DORA Metrics

Once you’ve set up the data sources for your deployment and failure events, navigate to Software Delivery > DORA Metrics to identify improvements or regressions for each metric, aggregate them by service or environment, and compare trends over time.

An overview of DORA Metrics calculations and insights in a given week

You can examine visualizations and filter the collected data by team, service, repository, environment, and time period.

Click View Deployments to open a side panel with the Deployment Frequency and Change Lead Time metrics in addition to a list of deployment events.

The Deployments Breakdown side panel on the DORA Metrics page displaying a breakdown of metrics and a list of related events

Click View Failures to open a side panel with the Change Failure Rate and Mean Time To Restore (MTTR) metrics in addition to a list of failure events.

The Failures Breakdown side panel on the DORA Metrics page displaying a breakdown of metrics and a list of related events

Use DORA Metrics data

Export your visualization widgets to dashboards or notebooks, add them to existing incidents, and create metric monitors to trigger alerts on your metrics.

Click the Export icon to add the visualization widget to an incident or to a dashboard or notebook

Click the Export icon on any visualization to add it to an incident, dashboard, or notebook. For more information about the metrics calculated by DORA Metrics, see the Data Collected documentation.

DORA Metrics

Overview

Set up DORA Metrics

Analyze DORA Metrics

Use DORA Metrics data

Further Reading