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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
    Paperspace Gradient Free plan apiLinuxMacWebWin $8/mo6.7
    ML Workspace vs Paperspace Gradient
  2. 2
    Deepnote Free plan apiextensionLinuxMacself-hosted $3,920/mo6.6
    ML Workspace vs Deepnote
  3. 4
    Datalore Free plan apiLinuxself-hostedWeb 6.5
    ML Workspace vs Datalore
  4. 5
    JupyterLab Free plan LinuxMacself-hostedWeb Free6.5
    ML Workspace vs JupyterLab
  5. 6
    KEEL Free plan LinuxMacWin Free6.5
    ML Workspace vs KEEL
  6. 7
    KNIME Analytics Platform Free plan LinuxMacWin 6.5
    ML Workspace vs KNIME Analytics Platform
  7. 8
    MLJAR Studio Free plan LinuxMacself-hostedWin $20/mo6.5
    ML Workspace vs MLJAR Studio
  8. 9
    Anaconda Notebooks Free plan Web $15/mo6.4
    ML Workspace vs Anaconda Notebooks
  9. 10
    Google Colab Free plan apiextensionWeb 6.4
    ML Workspace vs Google Colab
  10. 11
    Hex Free plan apiWeb $36/mo6.4
    ML Workspace vs Hex
  11. 12
    NVIDIA ShadowPlay Free plan Win Free6.4
    ML Workspace vs NVIDIA ShadowPlay
  12. 13
    Amazon SageMaker Autopilot Free trial apiWeb 6.3
    ML Workspace vs Amazon SageMaker Autopilot
  13. 14
    NETVIBES Free trial AndroidiOSself-hostedWeb 5.6
    ML Workspace vs NETVIBES
  14. 15
    H2O.ai apiiOSself-hostedWeb 5.5
    ML Workspace vs H2O.ai
  15. 16
    Cloudera Data Lake Service apiWeb 5.4
    ML Workspace vs Cloudera Data Lake Service
  16. 17
    DataRobot Free trial apiLinuxself-hostedWeb 5.4
    ML Workspace vs DataRobot
  17. 18
    3DEXPERIENCE Enterprise Data Science Web 5.3
    ML Workspace vs 3DEXPERIENCE Enterprise Data Science
  18. 19
    C3 AI Demand Planning apiself-hostedWeb 5.3
    ML Workspace vs C3 AI Demand Planning
  19. 20
    Glycerine Workbench Web A$15/mo5.3
    ML Workspace vs Glycerine Workbench
  20. 21
    Hexagon-ML Web 5.3
    ML Workspace vs Hexagon-ML

ML Workspace alternatives compared

#AppScoreFree planFromRuns on
1Paperspace Gradient6.7Free plan$8/moAPI, Linux, Mac, Web, Windows
2Deepnote6.6Free plan$3,920/moAPI, Browser, Linux, Mac, self-hosted, Web, Windows
4Datalore6.5Free plan—API, Linux, self-hosted, Web
5JupyterLab6.5Free planFreeLinux, Mac, self-hosted, Web
6KEEL6.5Free planFreeLinux, Mac, Windows
7KNIME Analytics Platform6.5Free plan—Linux, Mac, Windows
8MLJAR Studio6.5Free plan$20/moLinux, Mac, self-hosted, Windows
9Anaconda Notebooks6.4Free plan$15/moWeb
10Google Colab6.4Free plan—API, Browser, Web
11Hex6.4Free plan$36/moAPI, Web
12NVIDIA ShadowPlay6.4Free planFreeWindows
13Amazon SageMaker Autopilot6.3No—API, Web
14NETVIBES5.6No—Android, iOS, self-hosted, Web
15H2O.ai5.5No—API, iOS, self-hosted, Web
16Cloudera Data Lake Service5.4No—API, Web
17DataRobot5.4No—API, Linux, self-hosted, Web
183DEXPERIENCE Enterprise Data Science5.3No—Web
19C3 AI Demand Planning5.3No—API, self-hosted, Web
20Glycerine Workbench5.3NoA$15/moWeb
21Hexagon-ML5.3No—Web
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Questions about ML Workspace alternatives

What is the best alternative to ML Workspace?

Paperspace Gradient, number 1 in data science platforms with a score of 6.7 out of 10. The others here: Deepnote, Datalore, JupyterLab 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 free-and-open first: a usable free tier and open-source code, then the platforms it runs on and its documentation.