Deepnote: Open Source Alternative to Google Colab
Jupyter-replacement data notebook with AI-first reactive execution, SQL blocks, and real-time collaboration
Deepnote is an AI-first data notebook with 2.9k+ GitHub stars — a Google Colab alternative with reactive execution, SQL blocks, and real-time collaboration for data teams.
Compare Deepnote with Kaggle before you choose your stack.
Key features
Notebook capabilities
- Reactive execution — cells auto-update when dependencies change
- SQL blocks with direct database connections
- Python, R, and Julia kernel support
- Rich output visualization (charts, maps, tables)
- Markdown and formatted text cells
Collaboration
- Real-time multi-cursor editing
- Shared workspaces and team projects
- Version history and branching
- Comments and annotations
- Role-based access control
AI integration
- Built-in AI code generation and explanation
- Natural language to SQL translation
- Smart completions and suggestions
- Integration with OpenAI and other LLMs
- AI-powered data analysis and visualization
Integrations
- PostgreSQL, MySQL, BigQuery, Snowflake, Redshift
- S3, GCS, and Azure Blob Storage
- dbt, Airbyte, and Fivetran
- Slack, Notion, and Google Sheets
Deepnote vs Google Colab
| Deepnote | Google Colab | |
|---|---|---|
| License | Apache-2.0 (open source) | Proprietary |
| Models | Bring your own keys / local models | Vendor-locked models |
| Deployment | Self-hosted or cloud | SaaS only |
| Privacy | Data stays on your infrastructure | Processed by vendor |
| Cost | Free software + API usage | Subscription pricing |
Choose Deepnote if you want open-source code, self-hosting options, and full control over your data and deployment.
Choose Google Colab if you prefer a managed proprietary product with vendor support and minimal setup.
Browse more open-source alternatives to Google Colab, or explore other tools in Developer Tools.
At a glance
| License | Apache-2.0 |
| Stack | TypeScript, Python, React |
| Self-hosted | Yes — Deepnote OSS |
| Cloud | deepnote.com (managed) |
| Kernels | Python, R, Julia |
Self-hosting
git clone https://github.com/deepnote/deepnote.git
Deepnote offers a self-hosted option for enterprises. The cloud version provides the fastest path to collaborative data science.
FAQ
Is Deepnote a free alternative to Google Colab?
Yes. Deepnote is open source under Apache-2.0. You can self-host it at no software cost — you only pay for infrastructure or optional managed services.
How does Deepnote compare to Google Colab?
Deepnote gives you source code access, self-hosting, and data ownership. Google Colab is a proprietary product focused on managed convenience. See the comparison table above for a side-by-side breakdown.
Can I self-host Deepnote?
Yes. Deepnote supports self-hosted deployment, which is a core reason teams choose it over Google Colab. Check the Getting started or Self-hosting section for install commands.
Is Deepnote suitable for production?
Deepnote is actively maintained with a strong open-source community. Many teams run it in production as a Developer Tools alternative to Google Colab. Review the At a glance table for license and stack details.
What are alternatives to Deepnote and Google Colab?
Browse alternatives to Google Colab for more open-source options, including tools compared to Kaggle. Explore the full Developer Tools category for related projects.
Screenshots
