
Observable vs Amazon Sagemaker:
a side-by-side comparison for 2023
Comparing two data science notebooks.


Amazon Sagemaker
WebsiteObservable
Amazon Sagemaker
Setup
Can you self-host?
Can you self-host?
Features
Is it Jupyter compatible?
Is it Jupyter compatible?
Programming languages
Programming languages
What kind of data sources can you connect to?
What kind of data sources can you connect to?
What kind of data visualization can you do?
What kind of data visualization can you do?
Reactivity
Reactivity
Management
Reproducibility
Reproducibility
Comments
Comments
Notebook organization
Notebook organization
Licensing
License
License
Price
Price
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Alternatives to Observable and Amazon Sagemaker
Compare Observable and Amazon Sagemaker with other data science notebook tools.
Tool | Setup | Jupyter compatibility | Languages | Data visualization | Collaborative editing | Pricing | License |
---|
Observable | Fully managed | None | JS | Visualize with code | Realtime collaboration | Free and paid options | Proprietary |
---|---|---|---|---|---|---|---|
Amazon Sagemaker | Fully managed | Jupyter-compatible | Jupyter | Visualize with code | Limited collaboration | Free and paid options | Proprietary |
Deepnote Compare with Observable, Amazon Sagemaker | Fully managed | Jupyter-compatible | Jupyter, SQL | Visualize with code or UI | Realtime collaboration | Free and paid options | Proprietary |
Jupyter Compare with Observable, Amazon Sagemaker | Self-hosted | Jupyter-compatible | Jupyter | Visualize with code | File-based or asynchronous collaboration | Free | Open source |
Google Colab Compare with Observable, Amazon Sagemaker | Fully managed | Jupyter-compatible | Jupyter | Visualize with code | Limited collaboration | Free and paid options | Proprietary |
Hex Compare with Observable, Amazon Sagemaker | Fully managed | Jupyter-compatible | Jupyter, SQL | Visualize with code or UI | Realtime collaboration | Free and paid options | Proprietary |
Databricks Notebooks Compare with Observable, Amazon Sagemaker | Self-hosted or fully managed | Jupyter-compatible | Jupyter | Visualize with code or UI | Realtime collaboration | Free and paid options | Proprietary |
DataCamp Workspace Compare with Observable, Amazon Sagemaker | Fully managed | Jupyter-compatible | Jupyter, SQL | Visualize with code or UI | Realtime collaboration | Free and paid options | Proprietary |
JupyterLab Compare with Observable, Amazon Sagemaker | Self-hosted | Jupyter-compatible | Jupyter | Visualize with code | File-based or asynchronous collaboration | Free | Open source |
CoCalc Compare with Observable, Amazon Sagemaker | Self-hosted or fully managed | Jupyter-compatible | Jupyter | Visualize with code | Realtime collaboration | Free and paid options | Open source |
Hyperquery Compare with Observable, Amazon Sagemaker | Fully managed | None | Python, SQL | Visualize with code or UI | Realtime collaboration | Free and paid options | Proprietary |
Jetbrains Datalore Compare with Observable, Amazon Sagemaker | Fully managed | Jupyter-compatible | Jupyter | Visualize with code or UI | Realtime collaboration | Free and paid options | Proprietary |
Kaggle Compare with Observable, Amazon Sagemaker | Fully managed | Jupyter-compatible | Jupyter | Visualize with code | Limited collaboration | Free | Proprietary |
Nextjournal Compare with Observable, Amazon Sagemaker | Fully managed | Jupyter-compatible | Jupyter | Visualize with code | Realtime collaboration | Free and paid options | Proprietary |
Noteable Compare with Observable, Amazon Sagemaker | Self-hosted or fully managed | Jupyter-compatible | Jupyter, SQL | Visualize with code or UI | Realtime collaboration | Free and paid options | Proprietary |
nteract Compare with Observable, Amazon Sagemaker | Self-hosted | Jupyter-compatible | Jupyter | Visualize with code | File-based or asynchronous collaboration | Free | Open source |
Query.me Compare with Observable, Amazon Sagemaker | Fully managed | None | SQL | Visualization UI builder | File-based or asynchronous collaboration | Free and paid options | Proprietary |
VS Code Compare with Observable, Amazon Sagemaker | Self-hosted | Jupyter-compatible | Jupyter | Visualize with code | File-based or asynchronous collaboration | Free | Open source |
Mode Notebooks Compare with Observable, Amazon Sagemaker | Fully managed | None | SQL, R, Python | Visualization UI builder | File-based or asynchronous collaboration | Unknown | Proprietary |
Querybook Compare with Observable, Amazon Sagemaker | Self-hosted | None | Python | Visualization UI builder | Realtime collaboration | Free | Open source |
Zeppelin Compare with Observable, Amazon Sagemaker | Self-hosted | None | Python, SQL, Spark | Unknown | File-based or asynchronous collaboration | Free | Open source |
Count Compare with Observable, Amazon Sagemaker | Fully managed | None | SQL | Visualization UI builder | Realtime collaboration | Free and paid options | Proprietary |
Husprey Compare with Observable, Amazon Sagemaker | Fully managed | None | SQL | Visualization UI builder | File-based or asynchronous collaboration | Free and paid options | Proprietary |
Pluto.jl Compare with Observable, Amazon Sagemaker | Self-hosted | None | Julia | Unknown | File-based or asynchronous collaboration | Free | Open source |
Polynote Compare with Observable, Amazon Sagemaker | Self-hosted | None | Scala, Python | Unknown | File-based or asynchronous collaboration | Free | Open source |
Zepl Compare with Observable, Amazon Sagemaker | Fully managed | Unknown | Python, R | Unknown | Realtime collaboration | Unknown | Proprietary |