Enhanced metrics for Amazon SageMaker AI endpoints: deeper visibility for better performance

📰 AWS Machine Learning

Amazon SageMaker AI endpoints now support enhanced metrics for better performance monitoring

intermediate Published 19 Mar 2026

Action Steps

Configure publishing frequency for enhanced metrics
Monitor production endpoints using the new metrics
Troubleshoot issues with granular visibility
Optimize model performance based on insights gained

Who Needs to Know This

Machine learning engineers and developers on a team benefit from enhanced metrics to monitor and improve production endpoints, while data scientists can use the insights to optimize model performance

Key Insight

💡 Enhanced metrics provide granular visibility into production endpoints, enabling better monitoring and troubleshooting