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Best ML Workspace Alternatives in 2026

Updated

20 apps from data science platforms ranked against ML Workspace on the same published basis.

  1. 1
    NETVIBES Free trial AndroidiOSself-hostedWeb 7.3
    ML Workspace vs NETVIBES
  2. 2
    H2O.ai apiiOSself-hostedWeb 7.2
    ML Workspace vs H2O.ai
  3. 3
    Siemens Building X AndroidapiiOSLinuxMac 6.9
    ML Workspace vs Siemens Building X
  4. 4
    Paperspace Gradient Free plan apiLinuxMacWebWin $8/mo6.4
    ML Workspace vs Paperspace Gradient
  5. 5
    Anaconda Notebooks Free plan Web $15/mo6.3
    ML Workspace vs Anaconda Notebooks
  6. 6
    Datalore Free plan apiLinuxself-hostedWeb 6.3
    ML Workspace vs Datalore
  7. 7
    Deepnote Free plan apiextensionLinuxMacself-hosted $3,920/mo6.3
    ML Workspace vs Deepnote
  8. 8
    Google Colab Free plan apiextensionWeb 6.3
    ML Workspace vs Google Colab
  9. 9
    Hex Free plan apiWeb $36/mo6.3
    ML Workspace vs Hex
  10. 10
    KNIME Analytics Platform Free plan LinuxMacWin 6.3
    ML Workspace vs KNIME Analytics Platform
  11. 12
    MLJAR Studio Free plan LinuxMacself-hostedWin $20/mo6.3
    ML Workspace vs MLJAR Studio
  12. 13
    NVIDIA ShadowPlay Free plan Win Free6.3
    ML Workspace vs NVIDIA ShadowPlay
  13. 14
    Amazon SageMaker Autopilot Free trial apiWeb 6.2
    ML Workspace vs Amazon SageMaker Autopilot
  14. 15
    JupyterLab Free plan LinuxMacself-hostedWeb Free6.2
    ML Workspace vs JupyterLab
  15. 16
    KEEL Free plan LinuxMacWin Free6.2
    ML Workspace vs KEEL
  16. 17
    Cloudera Data Lake Service apiWeb 5.7
    ML Workspace vs Cloudera Data Lake Service
  17. 18
    C3 AI Demand Planning apiself-hostedWeb 5.6
    ML Workspace vs C3 AI Demand Planning
  18. 19
    DataRobot Free trial apiLinuxself-hostedWeb 5.6
    ML Workspace vs DataRobot
  19. 20
    Glycerine Workbench Web A$15/mo5.6
    ML Workspace vs Glycerine Workbench
  20. 21
    SAS Visual Statistics Free trial self-hostedWeb 5.6
    ML Workspace vs SAS Visual Statistics

ML Workspace alternatives compared

#AppScoreFree planFromRuns on
1NETVIBES7.3No—Android, iOS, self-hosted, Web
2H2O.ai7.2No—API, iOS, self-hosted, Web
3Siemens Building X6.9No—Android, API, iOS, Linux, Mac, Web, Windows
4Paperspace Gradient6.4Free plan$8/moAPI, Linux, Mac, Web, Windows
5Anaconda Notebooks6.3Free plan$15/moWeb
6Datalore6.3Free plan—API, Linux, self-hosted, Web
7Deepnote6.3Free plan$3,920/moAPI, Browser, Linux, Mac, self-hosted, Web, Windows
8Google Colab6.3Free plan—API, Browser, Web
9Hex6.3Free plan$36/moAPI, Web
10KNIME Analytics Platform6.3Free plan—Linux, Mac, Windows
12MLJAR Studio6.3Free plan$20/moLinux, Mac, self-hosted, Windows
13NVIDIA ShadowPlay6.3Free planFreeWindows
14Amazon SageMaker Autopilot6.2No—API, Web
15JupyterLab6.2Free planFreeLinux, Mac, self-hosted, Web
16KEEL6.2Free planFreeLinux, Mac, Windows
17Cloudera Data Lake Service5.7No—API, Web
18C3 AI Demand Planning5.6No—API, self-hosted, Web
19DataRobot5.6No—API, Linux, self-hosted, Web
20Glycerine Workbench5.6NoA$15/moWeb
21SAS Visual Statistics5.6No—self-hosted, Web
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Questions about ML Workspace alternatives

What is the best alternative to ML Workspace?

NETVIBES, number 1 in data science platforms with a score of 7.3 out of 10. The others here: H2O.ai, Siemens Building X, Paperspace Gradient and 16 more.

What is the best free alternative to ML Workspace?

Paperspace Gradient is the best-ranked alternative with a free plan. 11 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.