SageMaker MLflow Apps now support MLflow 3.16

Published
October 27, 2026
https://aws.amazon.com/about-aws/whats-new/2026/10/mflow-version-3-16/

Amazon SageMaker AI MLflow Apps Update

Amazon SageMaker AI MLflow Apps now support MLflow 3.16, enhancing the tracing experience and speeding up experiment tracking for generative AI and machine learning workflows.

New Features

  • Redesigned trace explorer as the default with adjustable row height, reorderable columns, and custom columns from any trace tag or metadata field.
  • Accelerated metric charts for experiments with large metric histories.

What to do

  • New MLflow Apps will be created on MLflow 3.16 by default.
  • Existing MLflow Apps will be upgraded to MLflow 3.16 during an upcoming maintenance window, with no action required.

MLflow 3.16 is available in all AWS Regions where MLflow Apps are available. To learn more, visit the SageMaker AI MLflow developer guide.




If you need further guidance on AWS, our experts are available at AWS@westloop.io. You may also reach us by submitting the Contact Us form.

Follow our blog

Get the latest insights and advice on AWS services from our experts.

By clicking Sign Up you're confirming that you agree with our Terms and Conditions.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.