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Amazon SageMaker Experiments vs FastTrackML

Both stand on ml experiment tracking software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.

Amazon SageMaker Experiments

Paid Web
Visit Amazon SageMaker Experiments

FastTrackML

Paid APILinuxMac+3

FastTrackML provides MLflow-oriented experiment logging, web interfaces, and several self-hosted deployment paths. Its archived repository and stated successor should be considered before choosing it for new work.

Visit FastTrackML

The facts

Amazon SageMaker ExperimentsFastTrackML
Free planNoNot published
Open sourceNot publishedNot published
Runs onWebAPI, Linux, Mac, Self-hosted, Web, Windows
Lowest paid planFree or on requestNot published
Plans published1None
MakerNot publishedNot published
Websiteaws.amazon.comfasttrackml.io
On ml experiment tracking software#32 of 39#28 of 39

Amazon SageMaker Experiments: what it does well

    FastTrackML: what it does well

    • Open-source Apache License 2.0 project
    • MLflow-compatible drop-in replacement API
    • Supports pip, Docker, and installation scripts
    • Modern and Classic user interfaces
    • API and SDK access available

    What to know first

    • Repository archived March 31, 2026
    • GitHub repository is read-only
    • Homepage names mlflow-go as successor

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