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Best Amazon SageMaker Autopilot Alternatives in 2026

Updated

20 apps from ML experiment tracking software ranked against Amazon SageMaker Autopilot on the same published basis.

  1. 1
    Comet Free plan apiLinuxMacself-hostedWeb $19/mo6.7
    Amazon SageMaker Autopilot vs Comet
  2. 2
    Weights & Biases Free plan apiiOSLinuxMacself-hosted $60/mo6.7
    Amazon SageMaker Autopilot vs Weights & Biases
  3. 3
    ClearML Free plan apiLinuxMacself-hostedWeb $15/mo6.6
    Amazon SageMaker Autopilot vs ClearML
  4. 4
    MLRun Free plan apiLinuxMacself-hostedWeb Free6.6
    Amazon SageMaker Autopilot vs MLRun
  5. 5
    TensorBoard Free plan apiLinuxMacself-hostedWeb Free6.6
    Amazon SageMaker Autopilot vs TensorBoard
  6. 6
    Trackio Free plan apiLinuxMacself-hostedWeb Free6.6
    Amazon SageMaker Autopilot vs Trackio
  7. 7
    ZenML Free plan apiLinuxMacself-hostedWeb $999/mo6.6
    Amazon SageMaker Autopilot vs ZenML
  8. 8
    GitLab Package Registry Free plan apiLinuxself-hostedWeb $2.42/mo6.5
    Amazon SageMaker Autopilot vs GitLab Package Registry
  9. 9
    Hopsworks AI Lakehouse Free plan apiLinuxself-hostedWeb Free6.5
    Amazon SageMaker Autopilot vs Hopsworks AI Lakehouse
  10. 10
    Metaflow Free plan apiLinuxMacself-hostedWeb Free6.5
    Amazon SageMaker Autopilot vs Metaflow
  11. 12
    DagsHub Free plan apiself-hostedWeb $99/mo6.4
    Amazon SageMaker Autopilot vs DagsHub
  12. 13
    Databricks Notebooks Free plan Web Free6.4
    Amazon SageMaker Autopilot vs Databricks Notebooks
  13. 14
    DVCLive Free plan api Free6.3
    Amazon SageMaker Autopilot vs DVCLive
  14. 15
    MLflow GenAI Evaluation Free plan apiself-hostedWeb Free6.3
    Amazon SageMaker Autopilot vs MLflow GenAI Evaluation
  15. 16
    OpenML Free plan apiWeb Free6.3
    Amazon SageMaker Autopilot vs OpenML
  16. 17
    Polyaxon Free plan apiself-hostedWeb Free6.3
    Amazon SageMaker Autopilot vs Polyaxon
  17. 18
    Guild AI LinuxMacWebWin 5.7
    Amazon SageMaker Autopilot vs Guild AI
  18. 19
    FastTrackML apiLinuxMacself-hostedWeb 5.5
    Amazon SageMaker Autopilot vs FastTrackML
  19. 20
    Oríon LinuxMacWin 5.5
    Amazon SageMaker Autopilot vs Oríon
  20. 21
    LUML Flow 5.4
    Amazon SageMaker Autopilot vs LUML Flow

Amazon SageMaker Autopilot alternatives compared

#AppScoreFree planFromRuns on
1Comet6.7Free plan$19/moAPI, Linux, Mac, self-hosted, Web, Windows
2Weights & Biases6.7Free plan$60/moAPI, iOS, Linux, Mac, self-hosted, Web, Windows
3ClearML6.6Free plan$15/moAPI, Linux, Mac, self-hosted, Web, Windows
4MLRun6.6Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
5TensorBoard6.6Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
6Trackio6.6Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
7ZenML6.6Free plan$999/moAPI, Linux, Mac, self-hosted, Web, Windows
8GitLab Package Registry6.5Free plan$2.42/moAPI, Linux, self-hosted, Web
9Hopsworks AI Lakehouse6.5Free planFreeAPI, Linux, self-hosted, Web
10Metaflow6.5Free planFreeAPI, Linux, Mac, self-hosted, Web
12DagsHub6.4Free plan$99/moAPI, self-hosted, Web
13Databricks Notebooks6.4Free planFreeWeb
14DVCLive6.3Free planFreeAPI
15MLflow GenAI Evaluation6.3Free planFreeAPI, self-hosted, Web
16OpenML6.3Free planFreeAPI, Web
17Polyaxon6.3Free planFreeAPI, self-hosted, Web
18Guild AI5.7No—Linux, Mac, Web, Windows
19FastTrackML5.5No—API, Linux, Mac, self-hosted, Web, Windows
20Oríon5.5No—Linux, Mac, Windows
21LUML Flow5.4No——
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Questions about Amazon SageMaker Autopilot alternatives

What is the best alternative to Amazon SageMaker Autopilot?

Comet, number 1 in ML experiment tracking software with a score of 6.7 out of 10. The others here: Weights & Biases, ClearML, MLRun and 16 more.

What is the best free alternative to Amazon SageMaker Autopilot?

Comet is the best-ranked alternative with a free plan. 16 of the 20 alternatives here publish a free plan on their own pricing pages.

How are these alternatives ranked?

Ranked free-and-open first: a usable free tier and open-source code, then the platforms it runs on and its documentation.