Head-to-head · Notebook Software
Kaggle Notebooks vs Hex
Kaggle Notebooks leads on 0 checks, Hex 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
- Free trialonly Hex
Kaggle Notebooks scores higher on our rubric for notebook software: 9.0 against 8.7 out of 10; our editors rank them #4 and #7.
Kaggle Notebooks is the better fit for free hosted notebooks with accelerators. Hex is the better fit for analytics teams building shareable outputs.
- Kaggle Notebooks fits best
Free hosted notebooks with accelerators
- Hex fits best
Analytics teams building shareable outputs
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Side by side
| Feature | Kaggle Notebooks 9.0/10 Visit ↗ | Hex 8.7/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | 9.0 | 8.7 |
| Ranking | #4 in Notebook Software | #7 in Notebook Software |
| Best for | Free hosted notebooks with accelerators | Analytics teams building shareable outputs |
| Pricing model | Free | Free plan + paid |
| Starting price | Free plan | $36/user/mo |
| Free plan | ✓ | ✓ |
| Free trial | — | 14 days |
| Deployment | Cloud | Cloud |
| Platforms | Web | Web |
| Support | Docs, Community | Email, Live chat, Docs |
| Integrations | 5 integrations | 17 integrations |
| Built for | Solo, Small business, Mid-market | Solo, Small business, Mid-market, Enterprise |
| Features Kaggle Notebooks 3/3 · Hex 3/3 | ||
| Real-time collaboration | ✓ | ✓ |
| Version history | ✓ | ✓ |
| GPU compute | ✓ | ✓ |
| Specs | ||
| Execution model | Hosted | Hosted |
| Supported languages | Python, R | SQL, Python, R |
| Notebook formats | .ipynb | Jupyter Notebook (.ipynb), Hex YAML (.yaml) |
| 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 → |
Hex is a hosted analytics platform built around interactive notebooks for data exploration, analysis, and shareable outputs. Analysts, data scientists, business users, and larger organizations can combine SQL, Python, R, and no-code cells;… 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
Hex — where it wins
- Supports SQL, Python, R, and no-code cells in one workspace
- Connects warehouses, databases, files, APIs, and workflow tools
- Combines collaboration, version restoration, dashboards, and published apps
Where it doesn't
- Professional limits published apps to five
- Advanced GPU compute is usage-based on Team and Enterprise
- Enterprise pricing and plan limits are not shown
- Kaggle Notebooks9.0/10 · Free plan
A free hosted Jupyter environment with collaboration, versioning, and GPU or TPU access.
Visit KaggleFull verdict → - Hex8.7/10 · Free plan · 14-day trial
A flexible hosted notebook platform for collaborative analytics and published outputs.
Visit HexFull verdict →
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All notebook software comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update






