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BRAT vs doccano

BRAT

6.1#10 in ai data labeling toolsFree plan
Free planWebLinuxmacOSSelf-hosted
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doccano

7.9#3 in ai data labeling toolsFree plan
Free planAndroidiOSWebAPI
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What both publish

FactBRATdoccano
CollaborationMultiple annotators can work simultaneously on the same collection or document and see each other’s edits nearly as they are made.Multiple users can collaborate on annotation projects.
Purposebrat is a web-based tool for structured text annotation, where annotations have fixed forms that computers can process.doccano is an open-source text annotation tool for humans and machine-learning practitioners.
SupportThe project directs usage questions to its mailing list and bug reports or feature requests to its GitHub issue tracker.The documentation directs users who are stuck to the FAQ and says help and feedback can be sent to the author.

BRAT plans

  • brat v1.3 (Crunchy Frog)Free

doccano plans

  • doccano open-source self-hostedFree
  • MIT-licensed softwareFree

Pick BRAT if…

brat suits research and annotation teams that need configurable structured text labeling and collaboration. It is intended for users able to work with a self-hosted installation in a UNIX-like environment.

Pick doccano if…

doccano suits teams and practitioners who need to label datasets collaboratively, including for classification, entity recognition, or summarization. It also fits users who want self-hosting and API-based integration with scripts or models.

Charts they share