kitio.aiCEBRA vs Cleora
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. CEBRA starts at Free and Cleora 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
- Self-supervised latent embeddings
- Behavior-guided and discovery modes
- Neural decoding
- Colab demo notebooks
- Python package
- Deterministic embeddings
- CPU-only, no GPU needed
- Hypergraph support
- Python package (pycleora)
- Benchmarks and docs
| Feature | CEBRA | Cleora |
|---|---|---|
| Best for | Self-supervised method for embedding joint neural and behavior data | Open-source Rust library for fast graph embeddings on a CPU |
| Category | Data & analytics | Data & analytics |
| Pricing model | Free | Free |
| Starting price | Free | Free |
| Free plan | Yes, fully free | Yes, fully free |
| Made by | Mathis Lab, EPFL | Synerise |
| Based in | Switzerland | Poland |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
CEBRA starts at Free and Cleora 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
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
Cleora
- Runs on a single CPU core
- Reproducible results
- Small install with few dependencies
- Library only, no hosted service
- Needs ML engineering skills
- Narrow focus on graph data
Which one should you choose?
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.
Choose Cleora if you want:
- Runs on a single CPU core
- Reproducible results
- Small install with few dependencies
Watch out: library only, no hosted service.
CEBRA vs Cleora FAQ
What is the difference between CEBRA and Cleora?
CEBRA: Self-supervised method for embedding joint neural and behavior data. Cleora: Open-source Rust library for fast graph embeddings on a CPU. Both are data & analytics tools.
Is CEBRA or Cleora cheaper?
CEBRA starts at Free and Cleora starts at Free. Check both pricing pages for current plans.
Do CEBRA and Cleora have free plans?
CEBRA: Yes, fully free. Cleora: Yes, fully free.
Who makes CEBRA?
CEBRA is made by Mathis Lab, EPFL, based in Switzerland.
Who makes Cleora?
Cleora is made by Synerise, based in Poland.
Which should I choose, CEBRA or Cleora?
Choose CEBRA if you value free and open source and peer-reviewed in nature. Choose Cleora if you value runs on a single cpu core and reproducible results.