FREEDOM251

Freedom251 › Apache Zeppelin

Instead of Apache Zeppelin

Apache Zeppelin alternatives

Apache Zeppelin brings several data-work steps into a web notebook: you can ingest, explore, analyze, and visualize data using languages such as SQL, Scala, Python, and R. Its interpreters connect to Spark, Flink, JDBC sources, and more; built-in charts and real-time notebook updates support collaborative work. It is free, open source, and available for self-hosted use on Linux and macOS as well as the web. Spark users also get automatic context injection and job progress and cancellation features.

  1. 1

    marimo

    by marimo
    Free plan APIExtensionLinux+4

    Reactive Python notebooks and interactive web apps — marimo centers on reactive Python notebooks with deterministic execution and Git-friendly Python files, rather than Zeppelin’s multi-language interpreter notebook.

    7.3 Free plan Visit site
  2. 2

    Deepnote

    by Deepnote
    Free plan APIExtensionLinux+4

    AI-assisted analysis and team data apps — Deepnote adds an AI data copilot and turns notebooks into dashboards or hosted interactive apps, while Zeppelin emphasizes interpreter-based analytics.

    7.6 Free plan · paid from $39/user/mo (annual) · 14-day trial Visit site
  3. 3

    Paperspace Notebooks

    Free plan APILinuxMac+3

    GPU-backed Jupyter and machine-learning workflows — Paperspace provides browser-launched GPU-enabled Jupyter notebooks on Docker containers, while Zeppelin focuses on multi-language analytics and collaboration.

    7.1 Free plan · paid from $8/mo Visit site
  4. 4

    Pluto.jl

    Free plan Open source AndroidAPILinux+4

    Reactive Julia notebooks for education — Pluto.jl is a reactive notebook for Julia with per-notebook package environments, unlike Zeppelin’s multi-language interpreter architecture.

    8.6 Free plan Visit site
  5. 5

    SageMath

    Free plan LinuxMacSelf-hosted+2

    Mathematics research and teaching — SageMath focuses on mathematical computation through a browser notebook, command line, or Python library rather than general interactive data analytics.

    6.9 Free plan Visit site
  6. 6

    Datalore

    by Datalore
    Free plan APILinuxSelf-hosted+1

    Collaborative Jupyter-compatible data science — Datalore offers Jupyter-compatible notebooks with coding assistance for Python, Kotlin, Scala, and R, while Zeppelin uses its own interpreter-based notebook.

    7.6 Free plan · 14-day trial Visit site
  7. 7

    Dnote

    Free plan APILinuxMac+2

    Searching and syncing terminal notes — Dnote is a terminal notebook for searchable commands, snippets, and insights, not Zeppelin’s interactive data analytics workspace.

    7.6 Free plan Visit site
  8. 8

    JupyterLab

    by JupyterLab
    Free plan Open source APILinuxMac+3
    9.0 Free plan Visit site
  9. 9

    BinderHub

    Free plan APISelf-hostedWeb
    7.5 Open source Visit site
  10. 10

    Google Colab

    Free plan APIExtensionSelf-hosted+1
    7.5 Free plan · paid from $8.33/user/mo (annual) Visit site
  11. 11

    JupyterHub

    by JupyterHub
    Free plan APILinuxSelf-hosted+1
    7.5 Free plan Visit site
  12. 12

    JupyterLite

    Free plan AndroidLinuxSelf-hosted+1
    7.4 Open source Visit site
  13. 13

    Hex

    by Hex
    Free plan APIWeb
    7.2 Free plan · paid from $36/user/mo · 14-day trial Visit site
  14. 14

    Kaggle Notebooks

    Free plan APIWeb
    7.1 Free plan Visit site
  15. 15

    Polynote

    Free plan LinuxMacSelf-hosted+1
    7.0 Open source Visit site
  16. 16

    Nextjournal

    by Nextjournal
    Free plan Self-hostedWeb
    6.9 Free plan · paid from $299/mo · 14-day trial Visit site
  17. 17

    nteract

    Free plan LinuxMacSelf-hosted+1
    6.9 Free plan Visit site
  18. 18

    Observable

    by Observable
    Free plan Self-hostedWeb
    6.8 Free plan · paid from $22/user/mo (annual) Visit site
  19. 19

    Saturn Cloud

    by Saturn Cloud
    Free plan APISelf-hostedWeb
    6.8 Visit site
  20. 20

    Kubeflow Notebooks

    Free plan Self-hostedWeb
    6.7 Open source Visit site
  21. 21

    Mathematica

    by Mathematica
    Free trial LinuxMacWeb+1
    5.8 15-day trial Visit site
  22. 22

    Quiver

    Paid Mac
    4.9 Visit site
  23. 23

    Oracle Machine Learning Notebooks

    Paid Web
    4.2 Visit site
  24. 24

    Kubeflow Pipelines

    by Kubeflow
    Paid
    4.0 Visit site

A different notebook may suit you better if you need a narrower language focus, a distinct execution model, GPU-backed notebooks, or tools for publishing analyses as apps. Zeppelin’s Spark-focused net-install package includes only the Spark interpreter by default, and installing others requires its net-install script. Anonymous access is enabled by default, so its documentation recommends configuring authentication or using it only in a secured, trusted environment. When comparing options, weigh the languages and data sources you need, how collaborators share work, deployment choices, reproducibility, and whether any paid plan fits your budget.

← Back to Apache Zeppelin The whole notebook software list