Best JupyterLab Alternatives in 2026
The top JupyterLab alternatives are Google Colab, Jupyter Notebook and Kaggle Notebooks: 15 notebook software our editors would look at instead of JupyterLab, in our ranking order.
JupyterLab: A free, open-source notebook IDE with kernels, terminals, debugging, and extensions. Where it falls short: real-time collaboration requires the jupyter_collaboration extension.
Switching from JupyterLab? For most notebook software buyers the best JupyterLab alternative is Google Colab, built for hosted notebooks with free compute. On a budget, Paperspace Notebooks starts at $8/mo.
Why People Look for a JupyterLab Alternative
- Real-time collaboration requires the jupyter_collaboration extension
- Local or server deployment is part of its operating model
- Broader IDE capabilities may exceed the needs of basic notebook users
Quick Picks by What You Need
- Best overallGoogle Colab9.4
Hosted notebooks with free compute
Visit Google Colab - Lowest pricePaperspace Notebooks8.2
Paid plans from $8/mo
Visit Paperspace Notebooks - Best free optionGoogle Colab9.4
Has a free plan
Visit Google Colab
All 15 JupyterLab Alternatives, Ranked
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
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Best forHosted notebooks with free compute
- Better than JupyterLab:
- Editor score 9.4 vs 9.1
A capable browser notebook with free compute and paid access to more resources.
9.4/10★★★★★Visit Google Colab -
Best forGeneral-purpose open notebook work
- Better than JupyterLab:
- Editor score 9.2 vs 9.1
A flexible, free notebook environment for code, narrative, visualizations, and data-science work.
- Version history
- Real-time collaboration
9.2/10★★★★★Try Jupyter Notebook -
Best forFree hosted notebooks with accelerators
A free hosted Jupyter environment with collaboration, versioning, and GPU or TPU access.
- Version history
- GPU compute
- Real-time collaboration
9.0/10★★★★☆Visit Kaggle -
Best forPolyglot teams needing deployment options
A flexible notebook platform with collaboration, computation, reporting, and deployment options.
- Version history
- GPU compute
- Real-time collaboration
8.9/10★★★★☆Visit Datalore -
Best forCollaborative data teams
A flexible notebook workspace for teams combining Python, SQL, collaboration, and cloud compute.
- Version history
- GPU compute
- Real-time collaboration
8.8/10★★★★☆Visit Deepnote -
Best forAnalytics teams building shareable outputs
A flexible hosted notebook platform for collaborative analytics and published outputs.
- Version history
- GPU compute
- Real-time collaboration
8.7/10★★★★☆Visit Hex -
Best forGit-friendly reactive Python notebooks
A free, Git-friendly Python and SQL notebook with reactive execution and broad integrations.
- GPU compute
8.5/10★★★★☆Visit marimo -
Best forInteractive JavaScript data notebooks
A strong fit for reactive, collaborative JavaScript data notebooks.
- Real-time collaboration
8.4/10★★★★☆Visit Observable -
Best forCloud notebook infrastructure with GPUs
A flexible cloud notebook platform for teams that need GPUs, distributed computing, and deployments.
- GPU compute
- Real-time collaboration
8.3/10★★★★☆Visit Saturn Cloud -
Best forHosted notebooks with flexible GPU machines
A flexible hosted notebook workspace with free access and paid capacity tiers.
- GPU compute
- Real-time collaboration
8.2/10★★★★☆Visit Paperspace -
Best forBig-data and Spark notebook workflows
A strong self-hosted choice for Spark-centered analytics and data-platform teams.
- Version history
- GPU compute
- Real-time collaboration
8.1/10★★★★☆Try Apache Zeppelin -
Best forOrganizations hosting notebook environments
A strong foundation for centrally managed notebook environments, not a complete collaborative authoring suite.
8.0/10★★★★☆Visit JupyterHub -
Best forLocal Jupyter users needing AI tools
A free, open-source desktop environment for local Jupyter notebooks and AI agents.
- Version history
- Real-time collaboration
7.9/10★★★★☆Visit nteract -
Best forReactive Julia notebook development
A free Julia notebook with reactive execution, widgets, collaboration, and export tools.
- Real-time collaboration
7.8/10★★★★☆Visit Pluto.jl -
Best forAdvanced mathematical and scientific notebooks
A broad notebook environment for advanced mathematics, science, data, and visualization.
7.7/10★★★★☆Visit Mathematica
JupyterLab Alternatives: Common Questions
What is the best alternative to JupyterLab?
Google Colab: #1 in our Notebook Software ranking, with an editor score of 9.4 out of 10. A capable browser notebook with free compute and paid access to more resources.
Is there a free alternative to JupyterLab?
Yes. Google Colab, Jupyter Notebook, Kaggle Notebooks, Datalore and Deepnote have a free plan or a free tier (13 of the 15 alternatives on this page).
What is the cheapest paid alternative to JupyterLab?
Of the alternatives here that publish a price, Paperspace Notebooks starts lowest, at $8/mo.
Why do people look for JupyterLab alternatives?
Real-time collaboration requires the jupyter_collaboration extension; Local or server deployment is part of its operating model; Broader IDE capabilities may exceed the needs of basic notebook users.
How do I switch from JupyterLab?
Export your data from JupyterLab (most tools have an export in their settings). Sign up for the alternative; start on its free plan or trial if it has one. Import your export and set up the integrations your team relies on. Run both side by side for a short while, then cancel JupyterLab.
How to Switch from JupyterLab
- Export your data from JupyterLab (most tools have an export in their settings).
- Sign up for the alternative; start on its free plan or trial if it has one.
- Import your export and set up the integrations your team relies on.
- Run both side by side for a short while, then cancel JupyterLab.
JupyterLab vs Each Alternative
| # | Tool | Free plan | Paid from | Execution model | Real-time collaboration | Version history | GPU compute | Score |
|---|---|---|---|---|---|---|---|---|
| 3 | JupyterLab | Yes | Free | Hybrid | Yes | Yes | 9.1 | |
| 1 | Google Colab | Yes | $8.33/user/mo | 9.4 | ||||
| 2 | Jupyter Notebook | Yes | Free | Local | Yes | Yes | 9.2 | |
| 3 | Kaggle Notebooks | Yes | Free | Hosted | Yes | Yes | Yes | 9.0 |
| 4 | Datalore | Yes | Hybrid | Yes | Yes | Yes | 8.9 | |
| 5 | Deepnote | Yes | $39/seat/mo | Hybrid | Yes | Yes | Yes | 8.8 |
| 6 | Hex | Yes | $36/user/mo | Hosted | Yes | Yes | Yes | 8.7 |
| 7 | marimo | Yes | Free | Hybrid | No | Yes | 8.5 | |
| 8 | Observable | Yes | $22/user/mo | Yes | 8.4 | |||
| 9 | Saturn Cloud | $0.09/unit usage-based | Hosted | Yes | No | Yes | 8.3 | |
| 10 | Paperspace Notebooks | Yes | $8/mo | Hosted | Yes | Yes | 8.2 | |
| 11 | Apache Zeppelin | Free | Hybrid | Yes | Yes | Yes | 8.1 | |
| 12 | JupyterHub | Yes | Free | Hybrid | 8.0 | |||
| 13 | nteract | Yes | Free | Local | Yes | Yes | 7.9 | |
| 14 | Pluto.jl | Yes | Free | Local | Yes | 7.8 | ||
| 15 | Mathematica | No | 7.7 |
Head-to-Head
- JupyterLab vs Google Colab
- JupyterLab vs Jupyter Notebook
- JupyterLab vs Kaggle Notebooks
- JupyterLab vs Datalore
- JupyterLab vs Deepnote
- JupyterLab vs Hex
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update