What is the difference between Colab and Jupyter?

Colab is a hosted Jupyter notebook service that requires no installation and provides free access to computing resources (GPUs/TPUs) on Google's cloud, whereas Jupyter is typically installed locally.

How long can a notebook run in Google Colab?

Free users can run notebooks for up to 12 hours, though sessions may time out earlier if idle. Colab Pro+ supports background execution for up to 24 hours.

Does Google Colab save my files permanently?

Notebooks are saved to Google Drive. However, files uploaded to the local runtime or created during a session are deleted when the runtime is recycled. Users should mount Google Drive to persist data.

Can I use Google Colab for commercial projects?

Yes, Colab can be used for commercial purposes, though the Enterprise tier is recommended for businesses requiring strict security, compliance, and Google Cloud integration.

What GPUs are available in Colab?

The available GPUs vary based on demand and tier. Free users typically get T4 GPUs, while paid users can access more powerful units like the Nvidia V100 or A100.

Can I use Colab with VS Code?

Yes, there is an official Google Colab extension for Visual Studio Code that allows you to connect to a Colab runtime and work within the VS Code interface.

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Development Tools

Freemium

Google Colab

A cloud-based Jupyter notebook environment for writing and executing Python code with free access to GPUs and TPUs, designed for machine learning and collaborative data science.

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Rating

Reviews

Upvotes

4 months ago

Listed

Jupyter notebooks

Python editor

Machine Learning

Data Science

Cloud Computing

GPU Access

Collaboration

AI Development

Data Visualization

Deep Learning

Tool information

Provider

Google

Platforms

Web

Visual Studio Code (via extension)

Languages

Python

Markdown

API Available

Yes

Added to directory

4 months ago

Last updated

2 months ago

Rating

Not available

Pricing

Freemium

About Google Colab

What the tool does and who it's for

Google Colaboratory, commonly known as Google Colab, is a cloud-based Jupyter Notebook environment that allows users to write and execute Python code entirely through a browser. It eliminates the need for local setup and provides free access to high-performance computing resources, including GPUs (Graphics Processing Units) and TPUs (Tensor Processing Units). Built with a focus on machine learning, data analysis, and education, it enables real-time collaboration similar to Google Docs, allowing multiple users to edit and comment on the same notebook. Integrations with Google Drive, GitHub, and BigQuery make it a versatile tool for both individual developers and enterprise teams.

Key capabilities

Zero-configuration environment with pre-installed libraries like TensorFlow, PyTorch, and Pandas.

Free access to powerful hardware accelerators including GPUs and TPUs for intensive computations.

Real-time collaborative editing and commenting features, mirroring the Google Docs experience.

Seamless integration with Google Drive for automatic saving and easy file management.

Direct GitHub integration allowing users to load, save, and commit notebooks to repositories.

Support for interactive data visualizations and rich text using Markdown and LaTeX.

Background execution (on higher tiers) to keep scripts running for up to 24 hours.

Colab Enterprise tier for deep integration with Google Cloud Platform and Vertex AI.

Terminal access and high-memory virtual machine options for Pro and Pro+ subscribers.

AI-powered code completion and generation tools to assist in writing Python scripts.

Pricing

Freemium — plans below

Free

Access to standard GPUs (subject to availability)
Standard system memory (RAM)
Up to 12 hours of execution time
Google Drive storage integration

Pay As You Go

$9.99+

Purchase compute units (e.g., 100 units for $9.99)
Access to faster premium GPUs (A100, V100)
Units valid for 90 days
No monthly commitment required

Colab Pro

Colab Pro+

$49.99/mo

600 compute units per month
Background execution (up to 24 hours)
Priority access to most powerful GPUs
Highest memory machine access

Colab Enterprise

Contact

GCP integration (Vertex AI, BigQuery)
Enterprise-grade security and compliance
VPC network support
Organization-level billing and management

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FAQ

Google Colab FAQs

Common questions about Google Colab