AWS Savings Plans purchase recommendations for Amazon SageMaker AI

Description

Amazon SageMaker Savings Plans offer significant savings on SageMaker usage in exchange for a commitment to a consistent amount of usage (measured in $/hour) for a one or three year term. AWS Trusted Advisor analyzes your SageMaker usage patterns and provides recommendations for purchasing Savings Plans that could reduce your costs.

How to remediate

1. Review the recommended Savings Plan commitment amount and term
2. Navigate to the AWS Cost Management console
3. Go to Savings Plans > Purchase Savings Plans
4. Select SageMaker Compute as the Savings Plans type
5. Enter the recommended commitment amount
6. Choose the appropriate term (1-year or 3-year)
7. Select the payment option (All Upfront, Partial Upfront, or No Upfront)
8. Review and complete the purchase

Additional context

• Savings Plans provide flexibility to change instance families, sizes, operating systems, and regions
• Longer commitment terms (3 years) typically offer higher savings rates
• All Upfront payment provides the highest discount
• Savings Plans automatically apply to eligible usage across your AWS account
• You can stack multiple Savings Plans to match your usage patterns