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Active Learning Toolbox vs Prodigy

Prodigy

6.7#2 in active learning tools$390 one-time
WebAPILinuxmacOS
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What both publish

FactActive Learning ToolboxProdigy
PurposeThe repository provides active-learning query strategies, utilities, and a Jupyter dataset-annotation widget.Prodigy is a downloadable developer tool for creating training and evaluation data for machine learning models.
SupportThe opened repository page does not state a support service or support response commitment.The Personal license includes community forum support; Company licenses include priority forum and email support.

Active Learning Toolbox plans

  • Active Learning ToolboxFree

Prodigy plans

  • Personal$390, paid once
  • Company$490, paid once

Pick Active Learning Toolbox if…

You want what its maker publishes above — check its page for the details.

Pick Prodigy if…

Prodigy suits developers building machine-learning data workflows, especially those who need local or air-gapped operation. Annotation tasks can be completed in the web app without programming, but the tool assumes basic Python and command-line familiarity.

Charts they share