What are the types of metrics?

Decoding Software Metrics: A Comprehensive Guide

Qualitative Metrics

• User satisfaction scores
• Code review comments
• Stakeholder feedback
• Usability testing results
• Defect density (subjective assessment)

Quantitative Metrics

• Lines of Code (LOC)
• Cyclomatic Complexity
• Code Churn
• Defect Density (objective measurements)
• Test Coverage
• Execution Speed
• Memory Usage
• Response Time
• Throughput
• Availability

Business Metrics

• Revenue generated
• Customer acquisition cost
• Market share
• Return on investment (ROI)
• Time to market

Process Metrics

• Development velocity
• Cycle time
• Bug resolution time
• Deployment frequency
• Lead time