Side by side
ALEF vs LightlyStudio
Both stand on active learning tools. Which one you can start free with, which one lets you read the code, and what each costs once you pay.
Free plan Linux
Visit ALEF Free plan Open source APILinuxMac+3
LightlyStudio brings dataset curation, annotation, evaluation, and management together, with both GUI and Python API workflows. The open-source plan omits customer support and team collaboration.
Visit LightlyStudioThe facts
| ALEF | LightlyStudio | |
|---|---|---|
| Free plan | Yes | Yes |
| Open source | Not published | Yes |
| Runs on | Linux | API, Linux, Mac, Self-hosted, Web, Windows |
| Lowest paid plan | Free or on request | Free or on request |
| Plans published | 1 | 3 |
| Maker | Not published | Not published |
| Website | github.com | lightly.ai |
| On active learning tools | #4 of 16 | #1 of 16 |
ALEF: what it does well
LightlyStudio: what it does well
- Free open-source version uses Apache License 2.0.
- Supports image and video annotation.
- Exports full datasets or filtered subsets.
- Python API can index and query datasets.
- Local app supports Windows, Linux, and macOS.
What to know first
- Open Source plan has no customer support.
- Open Source plan has no team collaboration.
- Local application requires Python 3.9 or later.
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