Best BRAT Alternatives in 2026
Updated
20 tools from AI data labeling tools ranked against BRAT on the same published basis.
- 1BRAT vs doccano
- 2BRAT vs Label Studio
- 3BRAT vs Amazon SageMaker Autopilot
- 4BRAT vs Roboflow
- 5BRAT vs Supervisely
- 7BRAT vs Prodigy
- 8BRAT vs Alibaba Cloud PAI iTAG
- 9BRAT vs CVAT
- 10BRAT vs LabelU
- 11BRAT vs Argilla
- 12BRAT vs Intellisane Annotation Platform
- 13BRAT vs Labelbox
- 14BRAT vs V7 Darwin
- 15BRAT vs BasicAI
- 16BRAT vs MoniSa DataOps
- 17BRAT vs Dataloop
- 18BRAT vs SuperAnnotate
- 19BRAT vs Kili Technology
- 20BRAT vs Encord
- 21BRAT vs VGG Image Annotator
BRAT alternatives compared
| # | Tool | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | doccano | 7.8 | Free plan | Free | Android, API, iOS, Linux, Mac, self-hosted, Web, Windows |
| 2 | Label Studio | 7.8 | Free plan | $99/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 3 | Amazon SageMaker Autopilot | 7.3 | No | — | API, Web |
| 4 | Roboflow | 7.3 | Free plan | $39/mo | Android, API, iOS, self-hosted, Web |
| 5 | Supervisely | 7.3 | Free plan | €199/mo | API, self-hosted, Web |
| 7 | Prodigy | 7.2 | No | — | API, Linux, Mac, self-hosted, Web, Windows |
| 8 | Alibaba Cloud PAI iTAG | 7.1 | Free plan | Free | API, Linux, Web, Windows |
| 9 | CVAT | 7.1 | Free plan | $1.92/mo | API, self-hosted, Web |
| 10 | LabelU | 7.1 | No | — | API, Mac, self-hosted, Web, Windows |
| 11 | Argilla | 7.0 | Free plan | Free | API, Linux, self-hosted, Web |
| 12 | Intellisane Annotation Platform | 6.9 | Free plan | Free | API, Web |
| 13 | Labelbox | 6.7 | No | — | API, Web |
| 14 | V7 Darwin | 6.5 | No | — | API, Web |
| 15 | BasicAI | 6.4 | No | $550/mo | API, self-hosted, Web |
| 16 | MoniSa DataOps | 6.3 | No | — | — |
| 17 | Dataloop | 5.7 | No | — | Web |
| 18 | SuperAnnotate | 5.7 | No | — | Web |
| 19 | Kili Technology | 5.5 | No | — | Web |
| 20 | Encord | 5.4 | No | — | Web |
| 21 | VGG Image Annotator | 5.4 | No | — | Web |
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Questions about BRAT alternatives
What is the best alternative to BRAT?
doccano, number 1 in AI data labeling tools with a score of 7.8 out of 10. The others here: Label Studio, Amazon SageMaker Autopilot, Roboflow and 16 more.
What is the best free alternative to BRAT?
doccano is the best-ranked alternative with a free plan. 8 of the 20 alternatives here publish a free plan on their own pricing pages.
How are these alternatives ranked?
Ranked on what each maker publishes, the fullest spec sheet first: how deeply the product is documented, the platforms it runs on, a free tier or trial to test it, and its standing.