Best Argilla Alternatives in 2026
Updated
20 tools from data labeling software ranked against Argilla on the same published basis.
- 1Argilla vs LightlyStudio
- 2Argilla vs Label Studio
- 3Argilla vs Doccano
- 4Argilla vs Potato
- 5Argilla vs Amazon SageMaker Autopilot
- 6Argilla vs Datasaur
- 7Argilla vs Prodigy
- 8Argilla vs Roboflow
- 9Argilla vs Supervisely
- 11Argilla vs Labelme
- 12Argilla vs CVAT
- 13Argilla vs Deepen AI
- 14Argilla vs Labelbox
- 15Argilla vs BasicAI
- 16Argilla vs V7 Darwin
- 17Argilla vs MakeSense.ai
- 18Argilla vs LabelU
- 19Argilla vs Dataloop
- 20Argilla vs SuperAnnotate
- 21Argilla vs Kili Technology
Argilla alternatives compared
| # | Tool | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | LightlyStudio | 7.8 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 2 | Label Studio | 7.7 | Free plan | $99/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 3 | Doccano | 7.6 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 4 | Potato | 7.4 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 5 | Amazon SageMaker Autopilot | 7.3 | No | — | API, Web |
| 6 | Datasaur | 7.3 | Free plan | $2/mo | API, self-hosted, Web |
| 7 | Prodigy | 7.2 | No | — | API, Linux, Mac, self-hosted, Web, Windows |
| 8 | Roboflow | 7.2 | Free plan | $39/mo | Android, API, iOS, self-hosted, Web |
| 9 | Supervisely | 7.2 | Free plan | €199/mo | API, self-hosted, Web |
| 11 | Labelme | 7.1 | No | — | Linux, Mac, Windows |
| 12 | CVAT | 7.0 | Free plan | $1.92/mo | API, self-hosted, Web |
| 13 | Deepen AI | 6.7 | No | — | API, self-hosted, Web |
| 14 | Labelbox | 6.6 | No | — | API, Web |
| 15 | BasicAI | 6.4 | No | $550/mo | API, self-hosted, Web |
| 16 | V7 Darwin | 6.4 | No | — | API, Web |
| 17 | MakeSense.ai | 6.1 | No | — | Web, Windows, Mac, Linux |
| 18 | LabelU | 5.7 | No | — | Web |
| 19 | Dataloop | 5.6 | No | — | Web |
| 20 | SuperAnnotate | 5.6 | No | — | Web |
| 21 | Kili Technology | 5.4 | 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 7.8 out of 10. The others here: Label Studio, Doccano, Potato 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 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.