Active Learning Tools
Alternatives to Cardinal
The tools Specifiction weighs against Cardinal, from its list of active learning tools, each with its plans, platforms and spec score.
- 01 LightlyStudio Free plan Open source Web · Windows · macOS · Linux8.5 Visit Specs
- 02 Prodigy
Prodigy suits developers who need to build or tailor annotation workflows and are comfortable with basic Python and the command line.
Free trial Web · Windows · macOS · Linux7.9 Visit Specs - 03
Dataloop Dataloop is presented for data engineers, data scientists, software engineers, AI and data leaders, and human reviewers.
Web · Windows · macOS · Linux7.6 Visit Specs - 04
Potato Potato suits teams that need to annotate varied media or evaluate AI agents while keeping data on local or self-managed infrastructure.
Free plan Web · Windows · macOS · Linux7.5 Visit Specs - 05
Encord Web · API · Self-hosted7.1 Visit Specs - 06 Active Learning Toolbox Windows · macOS · Linux6.2 Visit Specs
- 07 Baal Windows · macOS · Linux6.0 Visit Specs
- 08 ActiveTigger Web5.9 Visit Specs
- 09 ALEF Linux5.9 Visit Specs
- 10 Label Sleuth Web · Windows · macOS · Linux5.9 Visit Specs
- 11 ALToolbox 5.7 Visit Specs
- 12 libact Windows · macOS · Linux5.7 Visit Specs
- 13 modAL Windows · macOS · Linux5.6 Visit Specs
- 14 Orobix Active Learning 5.3 Visit Specs
- 15 small-text 5.0 Visit Specs