Best BRAT Alternatives in 2026
Updated
20 platforms from AI data labeling tools ranked against BRAT on the same published basis.
- 1BRAT vs Label Studio
- 2BRAT vs Amazon SageMaker Autopilot
- 3BRAT vs Supervisely
- 4BRAT vs doccano
- 6BRAT vs Roboflow
- 7BRAT vs CVAT
- 8BRAT vs Argilla
- 9BRAT vs Alibaba Cloud PAI iTAG
- 10BRAT vs Prodigy
- 11BRAT vs LabelU
- 12BRAT vs Labelbox
- 13BRAT vs BasicAI
- 14BRAT vs V7 Darwin
- 15BRAT vs MoniSa DataOps
- 16BRAT vs Intellisane Annotation Platform
- 17BRAT vs Dataloop
- 18BRAT vs SuperAnnotate
- 19BRAT vs VGG Image Annotator
- 20BRAT vs Kili Technology
- 21BRAT vs Encord
BRAT alternatives compared
| # | Platform | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | Label Studio | 7.9 | Free plan | $99/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 2 | Amazon SageMaker Autopilot | 7.6 | No | — | API, Web |
| 3 | Supervisely | 7.6 | Free plan | €199/mo | API, self-hosted, Web |
| 4 | doccano | 7.5 | Free plan | Free | Android, API, iOS, Linux, Mac, self-hosted, Web, Windows |
| 6 | Roboflow | 7.2 | Free plan | $39/mo | Android, API, iOS, self-hosted, Web |
| 7 | CVAT | 7.1 | Free plan | $1.92/mo | API, self-hosted, Web |
| 8 | Argilla | 7.0 | Free plan | Free | API, Linux, self-hosted, Web |
| 9 | Alibaba Cloud PAI iTAG | 6.9 | Free plan | Free | API, Linux, Web, Windows |
| 10 | Prodigy | 6.9 | No | — | API, Linux, Mac, self-hosted, Web, Windows |
| 11 | LabelU | 6.7 | No | — | API, Mac, self-hosted, Web, Windows |
| 12 | Labelbox | 6.5 | No | — | API, Web |
| 13 | BasicAI | 6.3 | No | $550/mo | API, self-hosted, Web |
| 14 | V7 Darwin | 6.3 | No | — | API, Web |
| 15 | MoniSa DataOps | 6.2 | No | — | — |
| 16 | Intellisane Annotation Platform | 5.8 | No | — | Web |
| 17 | Dataloop | 5.7 | No | — | Web |
| 18 | SuperAnnotate | 5.7 | No | — | Web |
| 19 | VGG Image Annotator | 5.5 | No | — | Web |
| 20 | Kili Technology | 5.4 | No | — | Web |
| 21 | Encord | 5.3 | No | — | Web |
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Questions about BRAT alternatives
What is the best alternative to BRAT?
Label Studio, number 1 in AI data labeling tools with a score of 7.9 out of 10. The others here: Amazon SageMaker Autopilot, Supervisely, doccano and 16 more.
What is the best free alternative to BRAT?
Label Studio is the best-ranked alternative with a free plan. 7 of the 20 alternatives here publish a free plan on their own pricing pages.
How are these alternatives ranked?
Ranked on how quickly a newcomer can get going: documentation depth, a free tier or trial, and the platforms it runs on.