Best Argilla Alternatives in 2026
Updated
20 platforms from data labeling software ranked against Argilla on the same published basis.
- 1Argilla vs LightlyStudio
- 2Argilla vs Label Studio
- 3Argilla vs Amazon SageMaker Autopilot
- 4Argilla vs Datasaur
- 5Argilla vs Doccano
- 6Argilla vs Supervisely
- 7Argilla vs Potato
- 8Argilla vs Roboflow
- 10Argilla vs CVAT
- 11Argilla vs Prodigy
- 12Argilla vs Labelme
- 13Argilla vs Labelbox
- 14Argilla vs BasicAI
- 15Argilla vs Deepen AI
- 16Argilla vs MakeSense.ai
- 17Argilla vs LabelU
- 18Argilla vs V7 Darwin
- 19Argilla vs Dataloop
- 20Argilla vs SuperAnnotate
- 21Argilla vs VGG Image Annotator
Argilla alternatives compared
| # | Platform | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | LightlyStudio | 7.9 | Free plan | Free | API, 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 | 7.6 | No | — | API, Web |
| 4 | Datasaur | 7.6 | Free plan | $2/mo | API, self-hosted, Web |
| 5 | Doccano | 7.5 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 6 | Supervisely | 7.5 | Free plan | €199/mo | API, self-hosted, Web |
| 7 | Potato | 7.3 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 8 | Roboflow | 7.2 | Free plan | $39/mo | Android, API, iOS, self-hosted, Web |
| 10 | CVAT | 7.1 | Free plan | $1.92/mo | API, self-hosted, Web |
| 11 | Prodigy | 7.0 | No | — | API, Linux, Mac, self-hosted, Web, Windows |
| 12 | Labelme | 6.9 | No | — | Linux, Mac, Windows |
| 13 | Labelbox | 6.5 | No | — | API, Web |
| 14 | BasicAI | 6.2 | No | $550/mo | API, self-hosted, Web |
| 15 | Deepen AI | 5.9 | No | — | API, self-hosted, Web |
| 16 | MakeSense.ai | 5.9 | No | — | Web, Windows, Mac, Linux |
| 17 | LabelU | 5.7 | No | — | Web |
| 18 | V7 Darwin | 5.7 | No | — | API, Web |
| 19 | Dataloop | 5.6 | No | — | Web |
| 20 | SuperAnnotate | 5.6 | No | — | Web |
| 21 | VGG Image Annotator | 5.5 | No | — | Web |
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Questions about Argilla alternatives
What is the best alternative to Argilla?
LightlyStudio, number 1 in data labeling software with a score of 7.9 out of 10. The others here: Label Studio, Amazon SageMaker Autopilot, Datasaur and 16 more.
What is the best free alternative to Argilla?
LightlyStudio 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 how quickly a newcomer can get going: documentation depth, a free tier or trial, and the platforms it runs on.