Sign inGet started

ChatGPT data analysis vs Amazon Sagemaker:
a side-by-side comparison for 2024

Comparing two data science notebooks.

A screenshot of ChatGPT data analysis
ChatGPT data analysis logo

ChatGPT data analysis

Website
ChatGPT is a versatile platform for data analysis, enabling data scientists and analysts to easily generate Python code and extract valuable insights. It excels in tasks such as exploratory data analysis and AI tooling, providing a robust foundation for complex data science projects.
Background gradient
A screenshot of Amazon Sagemaker
Amazon Sagemaker logo

Amazon Sagemaker

Website
Amazon SageMaker helps data scientists and developers to prepare, build, train, and deploy high-quality machine learning (ML) models quickly by bringing together a broad set of capabilities purpose-built for ML.

Read about alternatives

Background gradient

ChatGPT data analysis

Amazon Sagemaker

Setup

Is it managed?

Is it managed?

Fully managed (setup in minutes)
Fully managed (setup in hours)

Can you self-host?

Can you self-host?

No, you must use a managed offering
No, you must use a managed offering

Features

Is it Jupyter compatible?

Is it Jupyter compatible?

Not Jupyter-compatible
Jupyter-compatible

Programming languages

Programming languages

Python
SQL
Julia
R
Jupyter languages (e.g. Python, R)

What kind of data sources can you connect to?

What kind of data sources can you connect to?

Provided file storage
Connect with Jupyter libraries (e.g. SQLAlchemy, psycopg2)
AWS

What kind of data visualization can you do?

What kind of data visualization can you do?

Jupyter data visualization (e.g. Matplotlib, Altair, Plotly)
Jupyter data visualization (e.g. Matplotlib, Altair, Plotly)

Reactivity

Reactivity

No reactivity, you decide the execution order
No reactivity, you decide the execution order

Notebook scheduling

Notebook scheduling

No notebook scheduling
Notebook scheduling with additional tools

Management

Reproducibility

Reproducibility

There is no support for reproducibility
There is no support for reproducibility

Version history

Version history

No version history
File-based (use Git)

Collaborative editing

Collaborative editing

No support for collaborative editors
No support for collaborative editors

Comments

Comments

No support for comments
File-based (use GitHub)

Notebook organization

Notebook organization

View notebooks in a list
View notebooks in a list

Licensing

License

License

Proprietary
Proprietary

Price

Price

Free tier
Pay for compute
Free tier
Pay for compute

That’s it, time to try Deepnote

Get started – it’s free
Book a demo

Alternatives to ChatGPT data analysis and Amazon Sagemaker

Compare ChatGPT data analysis and Amazon Sagemaker with other data science notebook tools.

ToolSetupJupyter compatibilityLanguagesData visualizationCollaborative editingPricingLicense

ChatGPT data analysis

Fully managedNonePython, SQL, Julia, RVisualize with codeLimited collaborationFree and paid optionsProprietary

Amazon Sagemaker

Fully managedJupyter-compatibleJupyterVisualize with codeLimited collaborationFree and paid optionsProprietary

Deepnote

Compare with ChatGPT data analysis, Amazon Sagemaker

Fully managedJupyter-compatibleJupyter, SQLVisualize with code or UIRealtime collaborationFree and paid optionsProprietary

Jupyter

Compare with ChatGPT data analysis, Amazon Sagemaker

Self-hostedJupyter-compatibleJupyterVisualize with codeFile-based or asynchronous collaborationFreeOpen source

Google Colab

Compare with ChatGPT data analysis, Amazon Sagemaker

Fully managedJupyter-compatibleJupyterVisualize with codeLimited collaborationFree and paid optionsProprietary

Hex

Compare with ChatGPT data analysis, Amazon Sagemaker

Fully managedJupyter-compatibleJupyter, SQLVisualize with code or UIRealtime collaborationFree and paid optionsProprietary

Databricks Notebooks

Compare with ChatGPT data analysis, Amazon Sagemaker

Self-hosted or fully managedJupyter-compatibleJupyterVisualize with code or UIRealtime collaborationFree and paid optionsProprietary

DataCamp Workspace

Compare with ChatGPT data analysis, Amazon Sagemaker

Fully managedJupyter-compatibleJupyter, SQLVisualize with code or UIRealtime collaborationFree and paid optionsProprietary

JupyterLab

Compare with ChatGPT data analysis, Amazon Sagemaker

Self-hostedJupyter-compatibleJupyterVisualize with codeFile-based or asynchronous collaborationFreeOpen source

CoCalc

Compare with ChatGPT data analysis, Amazon Sagemaker

Self-hosted or fully managedJupyter-compatibleJupyterVisualize with codeRealtime collaborationFree and paid optionsOpen source

Hyperquery

Compare with ChatGPT data analysis, Amazon Sagemaker

Fully managedNonePython, SQLVisualize with code or UIRealtime collaborationFree and paid optionsProprietary

Jetbrains Datalore

Compare with ChatGPT data analysis, Amazon Sagemaker

Fully managedJupyter-compatibleJupyterVisualize with code or UIRealtime collaborationFree and paid optionsProprietary

Kaggle

Compare with ChatGPT data analysis, Amazon Sagemaker

Fully managedJupyter-compatibleJupyterVisualize with codeLimited collaborationFreeProprietary

Nextjournal

Compare with ChatGPT data analysis, Amazon Sagemaker

Fully managedJupyter-compatibleJupyterVisualize with codeRealtime collaborationFree and paid optionsProprietary

Noteable

Compare with ChatGPT data analysis, Amazon Sagemaker

Self-hosted or fully managedJupyter-compatibleJupyter, SQLVisualize with code or UIRealtime collaborationFree and paid optionsProprietary

nteract

Compare with ChatGPT data analysis, Amazon Sagemaker

Self-hostedJupyter-compatibleJupyterVisualize with codeFile-based or asynchronous collaborationFreeOpen source

Observable

Compare with ChatGPT data analysis, Amazon Sagemaker

Fully managedNoneJSVisualize with codeRealtime collaborationFree and paid optionsProprietary

Query.me

Compare with ChatGPT data analysis, Amazon Sagemaker

Fully managedNoneSQLVisualization UI builderFile-based or asynchronous collaborationFree and paid optionsProprietary

VS Code

Compare with ChatGPT data analysis, Amazon Sagemaker

Self-hostedJupyter-compatibleJupyterVisualize with codeFile-based or asynchronous collaborationFreeOpen source

Looker

Compare with ChatGPT data analysis, Amazon Sagemaker

Self-hosted or fully managedJupyter-compatibleSQLVisualization UI builderRealtime collaborationFree and paid optionsProprietary

Mode Notebooks

Compare with ChatGPT data analysis, Amazon Sagemaker

Fully managedNoneSQL, R, PythonVisualization UI builderFile-based or asynchronous collaborationUnknownProprietary

Querybook

Compare with ChatGPT data analysis, Amazon Sagemaker

Self-hostedNonePythonVisualization UI builderRealtime collaborationFreeOpen source

Vertex AI

Compare with ChatGPT data analysis, Amazon Sagemaker

Self-hosted or fully managedJupyter-compatibleSQL, JS, Julia, R, PythonVisualization UI builderRealtime collaborationFree and paid optionsProprietary

Zeppelin

Compare with ChatGPT data analysis, Amazon Sagemaker

Self-hostedNonePython, SQL, SparkUnknownFile-based or asynchronous collaborationFreeOpen source

Count

Compare with ChatGPT data analysis, Amazon Sagemaker

Fully managedNoneSQLVisualization UI builderRealtime collaborationFree and paid optionsProprietary

Husprey

Compare with ChatGPT data analysis, Amazon Sagemaker

Fully managedNoneSQLVisualization UI builderFile-based or asynchronous collaborationFree and paid optionsProprietary

Pluto.jl

Compare with ChatGPT data analysis, Amazon Sagemaker

Self-hostedNoneJuliaUnknownFile-based or asynchronous collaborationFreeOpen source

Polynote

Compare with ChatGPT data analysis, Amazon Sagemaker

Self-hostedNoneScala, PythonUnknownFile-based or asynchronous collaborationFreeOpen source

Zepl

Compare with ChatGPT data analysis, Amazon Sagemaker

Fully managedUnknownPython, RUnknownRealtime collaborationUnknownProprietary

Footer

Product

  • Integrations
  • Pricing
  • Documentation
  • Changelog
  • Security

Company

Comparisons

Resources

  • Privacy
  • Terms

© Deepnote