Active SageMaker endpoints incur ongoing costs when not deleted
warningResource ContentionUpdated Aug 5, 2025
Technologies:
How to detect:
Amazon SageMaker endpoints that remain active after use continue to incur hourly costs. Forgetting to delete test or development endpoints can result in unexpected AWS charges.
Recommended action:
Delete SageMaker endpoints immediately after completing testing or when no longer needed. Implement automated cleanup or monitoring to detect and alert on unused endpoints.