Agile teams have no shortage of metrics, but identifying the ones that align with objectives drives real value. These essential metrics offer a strong foundation for tracking performance and continuous improvement.
Velocity
Velocity measures how much work a team completes within a sprint, typically expressed in story points or completed backlog items. Over time, tracking velocity helps establish a stable delivery pace, improving sprint planning and enabling more reliable forecasting. While fluctuations can occur, consistent velocity indicates that a team is aligned and focused.
Cycle time
Cycle time measures how long it takes for a work item to move from “in progress” to “done.” Shorter cycle times often reflect efficient workflows and faster value delivery. Monitoring this metric helps identify execution delays, encouraging teams to streamline processes and minimize wasted time. Team-level metrics — such as velocity — measure project progress, while cycle time measures how fast teams complete individual work items.
Throughput
Throughput tracks the number of work items completed in a given time, such as stories, tasks, or bugs. Unlike velocity, it doesn’t rely on effort estimation, making it a simple, objective view of delivery output. Analyzing throughput trends can help identify bottlenecks, evaluate team capacity, and optimize flow.
Cumulative flow diagram
Cumulative flow diagrams are flowcharts that visualize cycle time, work-in-progress, and throughput. Several flowcharts, including document, data, and system flowcharts, can be used on a case-by-case basis. They can help identify bottlenecks within a project, measure lead and cycle time, and allow teams to adjust existing project plans to improve delivery timelines.
Sprint burndown
The sprint burndown chart visualizes how much work remains compared to the sprint timeline day by day. Ideally, the chart trends downward toward zero, signaling that the team is progressing quickly. Deviations can indicate scope creep, estimation gaps, or roadblocks requiring attention.
Planned-to-done ratio
Planned-to-done ratio compares what the team planned to complete at the start of a sprint with what was finished. A high planned-to-done ratio suggests the team accurately estimates work and maintains focus. A low planned-to-done ratio may indicate that the expected results of projects continue to change or that the resources required to complete a project were underestimated.
Lead time
Lead time captures the total duration from when a work request is made to when it’s delivered to the customer. It extends beyond internal execution to reflect the whole customer experience. Tracking lead time helps identify upstream delays, enabling teams to refine intake processes and reduce time to value. Delays in project lead time can compound and lead to project execution delays. Project planning can help teams complete a project on time without sacrificing quality.
Escaped defect rate
This metric tracks the number of defects discovered in production after a release. A lower escaped defect rate indicates stronger quality assurance practices and more stable deliverables. Monitoring this rate helps teams proactively address quality gaps and reduce user-facing disruptions.
Customer satisfaction
Agile is ultimately about delivering value to the customer. Measuring customer satisfaction through surveys, feedback loops, or Net Promoter Scores (NPS) helps teams understand if they’re meeting expectations. Regularly incorporating this feedback into planning cycles can help prioritize high-impact work.
Team happiness
A motivated and engaged team is essential for sustainable agility. Tracking team happiness through regular pulse surveys, retrospectives, or one-on-one check-ins provides insight into morale, burnout risk, and team cohesion. Happier teams collaborate better, innovate more, and sustain performance over time.