kitio.aiAutoKeras vs CEBRA
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. AutoKeras starts at Free and CEBRA starts at Free. Check both pricing pages for current plans.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Automatic architecture search
- Image and text tasks
- Structured data models
- Custom search spaces
- Keras model export
- Self-supervised latent embeddings
- Behavior-guided and discovery modes
- Neural decoding
- Colab demo notebooks
- Python package
| Feature | AutoKeras | CEBRA |
|---|---|---|
| Best for | Open-source AutoML library that builds Keras models for you | Self-supervised method for embedding joint neural and behavior data |
| Category | Data & analytics | Data & analytics |
| Pricing model | Free | Free |
| Starting price | Free | Free |
| Free plan | Yes, fully free | Yes, fully free |
| Made by | DATA Lab at Texas A&M University | Mathis Lab, EPFL |
| Based in | United States | Switzerland |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
AutoKeras starts at Free and CEBRA starts at Free. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
Prices in USD, checked Oct 29, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
AutoKeras
- Very little code to get a model
- Exports regular Keras models
- Free and open source
- Searches can take a long time
- Needs a GPU for larger tasks
- Less control than hand-built models
CEBRA
- Free and open source
- Peer-reviewed in Nature
- Good documentation and demos
- Aimed at researchers, not general users
- Requires Python and ML knowledge
- Best suited to neural data
Which one should you choose?
Choose AutoKeras if you want:
- Very little code to get a model
- Exports regular Keras models
- Free and open source
Watch out: searches can take a long time.
Choose CEBRA if you want:
- Free and open source
- Peer-reviewed in Nature
- Good documentation and demos
Watch out: aimed at researchers, not general users.
AutoKeras vs CEBRA FAQ
What is the difference between AutoKeras and CEBRA?
AutoKeras: Open-source AutoML library that builds Keras models for you. CEBRA: Self-supervised method for embedding joint neural and behavior data. Both are data & analytics tools.
Is AutoKeras or CEBRA cheaper?
AutoKeras starts at Free and CEBRA starts at Free. Check both pricing pages for current plans.
Do AutoKeras and CEBRA have free plans?
AutoKeras: Yes, fully free. CEBRA: Yes, fully free.
Who makes AutoKeras?
AutoKeras is made by DATA Lab at Texas A&M University, based in United States.
Who makes CEBRA?
CEBRA is made by Mathis Lab, EPFL, based in Switzerland.
Which should I choose, AutoKeras or CEBRA?
Choose AutoKeras if you value very little code to get a model and exports regular keras models. Choose CEBRA if you value free and open source and peer-reviewed in nature.