BRAT vs MoniSa DataOps
BRAT
brat.nlplab.orgMoniSa DataOps
monisaenterprise.comSide by side
| Figure | BRAT | MoniSa DataOps |
|---|---|---|
| Price from | Free | — |
| Free plan | Yes | — |
| Free trial | — | — |
| Open source | — | — |
| Web | Yes | — |
| macOS | Yes | — |
| Linux | Yes | — |
| Self-hosted | Yes | — |
| Plans published | 1 | 1 |
| Spec score · AI Data Labeling Tools | 8.0 (#9) | 7.4 (#17) |
| Languages | The server and client support Unicode, including nearly 100 different scripts. | MoniSa reports AI data services projects delivered in 140+ languages and says each new project is checked for exact language and reviewer fit. |
| Purpose | brat is a web-based tool for structured text annotation, where annotations have fixed forms that computers can process. | MoniSa DataOps supports annotation and review planning for multilingual AI data work across text, image, audio, and video. |
Plans
In their own words
BRAT
brat is a free, open-source tool for structured text annotation, with annotations represented in forms computers can process. It supports text spans, binary relations, n-ary associations, attributes, normalization annotations, and freeform notes. Teams can configure categories, types, and constraints for their tasks, and multiple annotators can work on the same document or collection while seeing one another’s edits nearly as they happen. Normalization can link annotations to external resources, and brat can incorporate output from automatic annotation services available as web services. Its server and client support Unicode across nearly 100 scripts. The tool checks edits against configured constraints and searches documents or collections, including keyword-in-context concordancing. Annotations export in brat stand-off format; visualizations can be saved as SVG, PNG, PDF, or EPS. The free v1.3 release is self-hosted under the MIT License. New server installations assume a UNIX-like environment; Windows users can run brat in a UNIX-like virtual machine. The experimental standalone server is not security-hardened and is not recommended for sensitive data or systems accessible from the internet.
MoniSa DataOps
MoniSa DataOps has no write-up on Specifiction yet; its figures are above.