kitio.aiAlbumentations vs Cleora
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Cleora is completely free, while Albumentations is freemium.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Image augmentation pipelines
- Masks, boxes and keypoints support
- 3D data augmentation
- Reproducible transforms
- Commercial license option
- Deterministic embeddings
- CPU-only, no GPU needed
- Hypergraph support
- Python package (pycleora)
- Benchmarks and docs
| Feature | Albumentations | Cleora |
|---|---|---|
| Best for | Fast open-source image augmentation library for computer vision | Open-source Rust library for fast graph embeddings on a CPU |
| Category | Data & analytics | Data & analytics |
| Pricing model | Freemium | Free |
| Starting price | See pricing page | Free |
| Free plan | Yes | Yes, fully free |
| Made by | Albumentations | Synerise |
| Based in | – | Poland |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Cleora is completely free, while Albumentations is freemium.
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
Albumentations
- Widely adopted in research and industry
- Fast and well documented
- Handles annotations correctly
- AGPL license limits closed-source use
- Commercial license price not public
- Requires Python and ML knowledge
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 Albumentations if you want:
- Widely adopted in research and industry
- Fast and well documented
- Handles annotations correctly
Watch out: agpl license limits closed-source use.
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.
Albumentations vs Cleora FAQ
What is the difference between Albumentations and Cleora?
Albumentations: Fast open-source image augmentation library for computer vision. Cleora: Open-source Rust library for fast graph embeddings on a CPU. Both are data & analytics tools.
Is Albumentations or Cleora cheaper?
Cleora is completely free, while Albumentations is freemium.
Do Albumentations and Cleora have free plans?
Albumentations: Yes. Cleora: Yes, fully free.
Who makes Albumentations?
Albumentations is made by Albumentations.
Who makes Cleora?
Cleora is made by Synerise, based in Poland.
Which should I choose, Albumentations or Cleora?
Choose Albumentations if you value widely adopted in research and industry and fast and well documented. Choose Cleora if you value runs on a single cpu core and reproducible results.