Zeppelin vs Query.me
Comparing two data science notebooks.
Zeppelin
Query.me
Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.
Collaborative SQL Notebooks. A better way for data teams to analyze, unite & deliver.
Setup
Is it managed?
No, you must host it yourself
Is it managed?
Fully managed (setup in minutes)
Can you self-host?
You can self-host (setup in hours)
Can you self-host?
No, you must use a managed offering
Features
Is it Jupyter compatible?
Not Jupyter-compatible
Is it Jupyter compatible?
Not Jupyter-compatible
Programming languages
Python
SQL
Spark
Programming languages
SQL
What kind of data sources can you connect to?
What kind of data sources can you connect to?
Connect to data warehouses (Snowflake, Clickhouse, etc.)
Connect to databases (PostgreSQL, MySQL, etc.)
What kind of data visualization can you do?
Unknown
What kind of data visualization can you do?
UI for building charts
Reactivity
No reactivity, you decide the execution order
Reactivity
No reactivity, you decide the execution order
Notebook scheduling
Notebook scheduling is built in
Notebook scheduling
Notebook scheduling is built in
Management
Reproducibility
With effort, you can make reproducible environments
Reproducibility
Version history
File-based (use Git)
Version history
No version history
Collaborative editing
File-based (use Git)
Multiple editors, one at a time (asynchronous)
Collaborative editing
Multiple editors, one at a time (asynchronous)
Comments
File-based (use GitHub)
Comments
No support for comments
Notebook organization
File-based
Notebook organization
View notebooks in a list
Licensing
Price
Free
Price
Free tier
Pay-per-user
Alternatives to Zeppelin and Query.me
Compare Zeppelin and Query.me with other data science notebook tools.
| Tool | Setup | Jupyter compatibility | Programming languages | Data visualization | Collaborative editing | Pricing | License |
|---|---|---|---|---|---|---|---|
| Zeppelin | Self-hosted | None | Python, SQL, Spark | Unknown | File-based or asynchronous collaboration | Free | Open source |
| Query.me | Fully managed | None | SQL | Visualization UI builder | File-based or asynchronous collaboration | Free and paid options | Proprietary |
| Jupyter | Self-hosted | Jupyter-compatible | Jupyter | Visualize with code | File-based or asynchronous collaboration | Free | Open source |
| Amazon Sagemaker | Fully managed | Jupyter-compatible | Jupyter | Visualize with code | Limited collaboration | Free and paid options | Proprietary |
| Google Colab | Fully managed | Jupyter-compatible | Jupyter | Visualize with code | Limited collaboration | Free and paid options | Proprietary |
| Deepnote | Fully managed | Jupyter-compatible | Jupyter, SQL | Visualize with code or UI | Realtime collaboration | Free and paid options | Proprietary |
| Hex | Fully managed | Jupyter-compatible | Jupyter, SQL | Visualize with code or UI | Realtime collaboration | Free and paid options | Proprietary |
| Databricks Notebooks | Self-hosted or fully managed | Jupyter-compatible | Jupyter | Visualize with code or UI | Realtime collaboration | Free and paid options | Proprietary |
| DataCamp Workspace | Fully managed | Jupyter-compatible | Jupyter, SQL | Visualize with code or UI | Realtime collaboration | Free and paid options | Proprietary |
| JupyterLab | Self-hosted | Jupyter-compatible | Jupyter | Visualize with code | File-based or asynchronous collaboration | Free | Open source |
| CoCalc | Self-hosted or fully managed | Jupyter-compatible | Jupyter | Visualize with code | Realtime collaboration | Free and paid options | Open source |
| Hyperquery | Fully managed | None | Python, SQL | Visualize with code or UI | Realtime collaboration | Free and paid options | Proprietary |
| Jetbrains Datalore | Fully managed | Jupyter-compatible | Jupyter | Visualize with code or UI | Realtime collaboration | Free and paid options | Proprietary |
| Kaggle | Fully managed | Jupyter-compatible | Jupyter | Visualize with code | Limited collaboration | Free | Proprietary |
| Nextjournal | Fully managed | Jupyter-compatible | Jupyter | Visualize with code | Realtime collaboration | Free and paid options | Proprietary |
| Noteable | Self-hosted or fully managed | Jupyter-compatible | Jupyter, SQL | Visualize with code or UI | Realtime collaboration | Free and paid options | Proprietary |
| nteract | Self-hosted | Jupyter-compatible | Jupyter | Visualize with code | File-based or asynchronous collaboration | Free | Open source |
| Observable | Fully managed | None | JS | Visualize with code | Realtime collaboration | Free and paid options | Proprietary |
| VS Code | Self-hosted | Jupyter-compatible | Jupyter | Visualize with code | File-based or asynchronous collaboration | Free | Open source |
| Mode Notebooks | Fully managed | None | SQL, R, Python | Visualization UI builder | File-based or asynchronous collaboration | Unknown | Proprietary |
| Querybook | Self-hosted | None | Python | Visualization UI builder | Realtime collaboration | Free | Open source |
| Count | Fully managed | None | SQL | Visualization UI builder | Realtime collaboration | Free and paid options | Proprietary |
| Husprey | Fully managed | None | SQL | Visualization UI builder | File-based or asynchronous collaboration | Free and paid options | Proprietary |
| Pluto.jl | Self-hosted | None | Julia | Unknown | File-based or asynchronous collaboration | Free | Open source |
| Polynote | Self-hosted | None | Scala, Python | Unknown | File-based or asynchronous collaboration | Free | Open source |
| Zepl | Fully managed | Unknown | Python, R | Unknown | Realtime collaboration | Unknown | Proprietary |