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Best Amazon SageMaker Autopilot Alternatives in 2026

Updated

20 apps from AutoML software ranked against Amazon SageMaker Autopilot on the same published basis.

  1. 1
    BigML Free plan apiMacself-hostedWeb $833.33/mo8.0
    Amazon SageMaker Autopilot vs BigML
  2. 2
    AutoGluon Free plan LinuxMacself-hostedWin Free7.7
    Amazon SageMaker Autopilot vs AutoGluon
  3. 3
    JADBio Free plan apiself-hostedWeb $183.25/mo7.7
    Amazon SageMaker Autopilot vs JADBio
  4. 4
    FEDOT Free plan apiLinuxMacself-hostedWin Free7.6
    Amazon SageMaker Autopilot vs FEDOT
  5. 5
    FLAML apiLinuxMacself-hostedWin 7.3
    Amazon SageMaker Autopilot vs FLAML
  6. 6
    LightAutoML Free plan LinuxMacself-hostedWebWin Free7.2
    Amazon SageMaker Autopilot vs LightAutoML
  7. 7
    Auto-PyTorch Free plan Linuxself-hosted Free7.2
    Amazon SageMaker Autopilot vs Auto-PyTorch
  8. 8
    DataRobot Web 6.9
    Amazon SageMaker Autopilot vs DataRobot
  9. 9
    H2O Driverless AI Free trial apiLinuxMacself-hostedWeb 6.7
    Amazon SageMaker Autopilot vs H2O Driverless AI
  10. 10
    Lale apiLinuxMacWin 6.4
    Amazon SageMaker Autopilot vs Lale
  11. 11
    Pecan AI Web 6.3
    Amazon SageMaker Autopilot vs Pecan AI
  12. 13
    Akkio Free trial apiself-hostedWeb 6.2
    Amazon SageMaker Autopilot vs Akkio
  13. 14
    EvalML apiLinuxMacself-hostedWin 6.2
    Amazon SageMaker Autopilot vs EvalML
  14. 15
    AutoKeras Free plan LinuxMacself-hostedWin Free6.1
    Amazon SageMaker Autopilot vs AutoKeras
  15. 16
    MLJAR AutoML Web 6.0
    Amazon SageMaker Autopilot vs MLJAR AutoML
  16. 17
    Obviously AI Web 5.7
    Amazon SageMaker Autopilot vs Obviously AI
  17. 18
    dotData Enterprise Web 5.7
    Amazon SageMaker Autopilot vs dotData Enterprise
  18. 19
    auto-sklearn Linux 5.2
    Amazon SageMaker Autopilot vs auto-sklearn
  19. 20
    Oracle Machine Learning Notebooks Web 4.9
    Amazon SageMaker Autopilot vs Oracle Machine Learning Notebooks
  20. 21
    Kubeflow Notebooks Web 4.8
    Amazon SageMaker Autopilot vs Kubeflow Notebooks

Amazon SageMaker Autopilot alternatives compared

#AppScoreFree planFromRuns on
1BigML8.0Free plan$833.33/moAPI, Mac, self-hosted, Web
2AutoGluon7.7Free planFreeLinux, Mac, self-hosted, Windows
3JADBio7.7Free plan$183.25/moAPI, self-hosted, Web
4FEDOT7.6Free planFreeAPI, Linux, Mac, self-hosted, Windows
5FLAML7.3No—API, Linux, Mac, self-hosted, Windows
6LightAutoML7.2Free planFreeLinux, Mac, self-hosted, Web, Windows
7Auto-PyTorch7.2Free planFreeLinux, self-hosted
8DataRobot6.9No—Web
9H2O Driverless AI6.7No—API, Linux, Mac, self-hosted, Web, Windows
10Lale6.4No—API, Linux, Mac, Windows
11Pecan AI6.3No—Web
13Akkio6.2No—API, self-hosted, Web
14EvalML6.2No—API, Linux, Mac, self-hosted, Windows
15AutoKeras6.1Free planFreeLinux, Mac, self-hosted, Windows
16MLJAR AutoML6.0No—Web
17Obviously AI5.7No—Web
18dotData Enterprise5.7No—Web
19auto-sklearn5.2No—Linux
20Oracle Machine Learning Notebooks4.9No—Web
21Kubeflow Notebooks4.8No—Web
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Questions about Amazon SageMaker Autopilot alternatives

What is the best alternative to Amazon SageMaker Autopilot?

BigML, number 1 in AutoML software with a score of 8.0 out of 10. The others here: AutoGluon, JADBio, FEDOT and 16 more.

What is the best free alternative to Amazon SageMaker Autopilot?

BigML is the best-ranked alternative with a free plan. 7 of the 20 alternatives here publish a free plan on their own pricing pages.

How are these alternatives ranked?

Ranked mobile-first: a phone app alongside the web or desktop product, a free tier and the depth of its documentation.