Head-to-head · Notebook Software
Kaggle Notebooks vs Paperspace Notebooks
Kaggle Notebooks leads on 0 checks, Paperspace Notebooks on 0, and 4 are even. Who comes out ahead on the 4 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.
Our verdict
- Highest scoreKaggle Notebooks · 9.0/10
- Free planboth
- Most featuresKaggle Notebooks · 3 of 3
Kaggle Notebooks scores higher on our rubric for notebook software: 9.0 against 8.2 out of 10; our editors rank them #4 and #11.
Kaggle Notebooks is the better fit for free hosted notebooks with accelerators. Paperspace Notebooks is the better fit for hosted notebooks with flexible GPU machines.
- Kaggle Notebooks fits best
Free hosted notebooks with accelerators
- Paperspace Notebooks fits best
Hosted notebooks with flexible GPU machines
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Side by side
| Feature | Kaggle Notebooks 9.0/10 Visit ↗ | Paperspace Notebooks 8.2/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | 9.0 | 8.2 |
| Ranking | #4 in Notebook Software | #11 in Notebook Software |
| Best for | Free hosted notebooks with accelerators | Hosted notebooks with flexible GPU machines |
| Pricing model | Free | Free plan + paid |
| Starting price | Free plan | $8/mo |
| Free plan | ✓ | ✓ |
| Free trial | — | — |
| Deployment | Cloud | Cloud |
| Platforms | Web | Web |
| Support | Docs, Community | Tickets, Docs |
| Built for | Solo, Small business, Mid-market | Solo, Small business, Mid-market, Enterprise |
| Features Kaggle Notebooks 3/3 · Paperspace Notebooks 2/3 | ||
| Real-time collaboration | ✓ | ✓ |
| Version history | ✓ (best) | Not checked yet |
| GPU compute | ✓ | ✓ |
| Specs | ||
| Execution model | Hosted | Hosted |
| Supported languages | Python, R | Python |
| Notebook formats | .ipynb | Jupyter files |
| Our review | ||
| Pros |
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| Cons |
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| Our verdict | Kaggle Notebooks is a browser-based notebook environment for data science and machine learning. It provides hosted Jupyter execution for Python and R, with .ipynb notebook support and optional GPU or TPU accelerators. Its inputs can… Read the review → |
Paperspace Notebooks is a managed, browser-based Jupyter IDE for data exploration, machine-learning development, and model building. It supports Python and Jupyter files, with CPU, GPU, and multi-GPU machine selection. Users can start from… Read the review → |
Strengths and trade-offs
Kaggle Notebooks — where it wins
- Free hosted Jupyter execution with GPU and TPU accelerators
- Docker-based environments with version snapshots and saved outputs
- Collaboration, scheduled runs, and dataset or model inputs
Where it doesn't
- Notebook language support is limited to Python and R
- The browser-based product is available on the web platform
- Additional compute or customization points to Google Cloud AI Notebooks
Paperspace Notebooks — where it wins
- CPU, GPU, and multi-GPU machine selection
- Custom Docker runtimes, templates, and persistent shared storage
- Notebook sharing, permissions, datasets, APIs, CLI, and SDK support
Where it doesn't
- Free projects are public and include only 5GB of storage
- Compute usage can add separate hourly charges
- Some advanced capacity requires paid plans
- Kaggle Notebooks9.0/10 · Free plan
A free hosted Jupyter environment with collaboration, versioning, and GPU or TPU access.
Visit KaggleFull verdict → - Paperspace Notebooks8.2/10 · Free plan
A flexible hosted notebook workspace with free access and paid capacity tiers.
Visit PaperspaceFull verdict →
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All notebook software comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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