Best LabelMe Alternatives in 2026
Updated
20 tools from AI image annotation tools ranked against LabelMe on the same published basis.
- 1LabelMe vs Label Studio
- 2LabelMe vs Amazon SageMaker Autopilot
- 3LabelMe vs COCO Annotator
- 4LabelMe vs MakeSense.ai
- 5LabelMe vs Prodigy
- 6LabelMe vs Roboflow
- 7LabelMe vs Segments.ai
- 8LabelMe vs Supervisely
- 9LabelMe vs VGG Image Annotator
- 10LabelMe vs CVAT
- 11LabelMe vs Pixano
- 12LabelMe vs Dataloop
- 14LabelMe vs YoloLabel
- 15LabelMe vs SuperAnnotate
- 16LabelMe vs Keylabs
- 17LabelMe vs Kili Technology
- 18LabelMe vs Labelbox
- 19LabelMe vs RectLabel
- 20LabelMe vs Scale Rapid
- 21LabelMe vs BasicAI
LabelMe alternatives compared
| # | Tool | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | Label Studio | 7.8 | Free plan | $99/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 2 | Amazon SageMaker Autopilot | 7.3 | API, Web | ||
| 3 | COCO Annotator | 7.3 | Free plan | Free | API, Linux, self-hosted, Web, Windows |
| 4 | MakeSense.ai | 7.3 | Free plan | Free | Linux, Mac, self-hosted, Web, Windows |
| 5 | Prodigy | 7.3 | No | API, Linux, Mac, self-hosted, Web, Windows | |
| 6 | Roboflow | 7.3 | Free plan | $39/mo | Android, API, iOS, self-hosted, Web |
| 7 | Segments.ai | 7.3 | Free plan | Free | API, Web |
| 8 | Supervisely | 7.3 | Free plan | €199/mo | API, self-hosted, Web |
| 9 | VGG Image Annotator | 7.2 | Free plan | Free | Linux, Mac, Web, Windows |
| 10 | CVAT | 7.1 | Free plan | $1.92/mo | API, self-hosted, Web |
| 11 | Pixano | 7.1 | API, Linux, Mac, self-hosted, Web, Windows | ||
| 12 | Dataloop | 7.0 | API, Linux, Mac, Web, Windows | ||
| 14 | YoloLabel | 7.0 | API, Linux, Mac, self-hosted, Windows | ||
| 15 | SuperAnnotate | 6.9 | API, Mac, Web, Windows | ||
| 16 | Keylabs | 6.7 | No | API, self-hosted, Web | |
| 17 | Kili Technology | 6.7 | No | API, self-hosted, Web | |
| 18 | Labelbox | 6.7 | API, Web | ||
| 19 | RectLabel | 6.7 | No | $0.83/mo | Mac |
| 20 | Scale Rapid | 6.6 | API, Web | ||
| 21 | BasicAI | 6.5 | $550/mo | API, self-hosted, Web |
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Questions about LabelMe alternatives
What is the best alternative to LabelMe?
Label Studio, number 1 in AI image annotation tools with a score of 7.8 out of 10. The others here: Amazon SageMaker Autopilot, COCO Annotator, MakeSense.ai and 16 more.
What is the best free alternative to LabelMe?
Label Studio 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.