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Argilla vs Label Studio

Both stand on data labeling software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.

Argilla

Free plan APILinuxSelf-hosted+1

Argilla brings dataset annotation, feedback collection and collaboration into one tool, with deployment and portability options for teams. Plan a separate model-training workflow, and avoid ephemeral Space storage for data that must persist.

Visit Argilla

Label Studio

Free plan Open source APILinuxMac+3

Label Studio covers a wide range of annotation workflows, deployment options, and integrations. Community Edition is free, while Starter Cloud and Enterprise add hosted or enterprise-oriented services at listed or custom prices.

Visit Label Studio

The facts

ArgillaLabel Studio
Free planYesYes
Open sourceNot publishedYes
Runs onAPI, Linux, Self-hosted, WebAPI, Linux, Mac, Self-hosted, Web, Windows
Lowest paid planFree or on requestStarter Cloud: $99 a month
Plans published13
MakerNot publishedNot published
Websiteargilla.iolabelstud.io
On data labeling software#5 of 24#1 of 24

Argilla: what it does well

  • Free, open-source plan
  • Supports labels, ratings, rankings and text responses
  • Integrates with Hugging Face and spaCy
  • Offers a Python SDK and REST API
  • Exports and imports datasets across several destinations

What to know first

  • Does not train models
  • Hugging Face Spaces ephemeral data is lost on restart

Label Studio: what it does well

  • Supports text, image, audio, video, and time-series labeling
  • Offers APIs, Python SDK, and webhooks
  • Can be deployed on premises or in cloud
  • Free Community Edition available
  • Enterprise offers SSO and priority support

What to know first

  • Starter Cloud costs $99 a month
  • Each additional Starter Cloud user costs $49 a month
  • Enterprise pricing is custom

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