Best LabelMe Alternatives in 2026
The top LabelMe alternatives are CVAT, Roboflow and BasicAI: 15 AI image annotation tools our editors would look at instead of LabelMe, in our ranking order.
LabelMe: A free, open-source choice for polygon, scribble, and mask annotation without AI assistance. Where it falls short: no AI-assisted annotation features.
Switching from LabelMe? For most ai image annotation tools buyers the best LabelMe alternative is CVAT, built for teams needing broad, flexible annotation workflows. On a budget, BasicAI starts at $9/seat/mo.
Why People Look for a LabelMe Alternative
- No AI-assisted annotation features
- Self-hosted deployment requires server administration
- Narrower feature set than modern AI annotation platforms
- No aI-assisted labeling — 1 of the alternatives below has it
Quick Picks by What You Need
- Best overallCVAT9.4
Teams needing broad, flexible annotation workflows
Visit CVAT - Lowest priceBasicAI9.1
Paid plans from $9/seat/mo
Visit BasicAI - Best free optionCVAT9.4
Has a free plan
Visit CVAT - Best for ai-assisted labelingCOCO Annotator7.7
AI-assisted labeling (LabelMe: no)
Visit COCO Annotator
All 15 LabelMe Alternatives, Ranked
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
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Best forTeams needing broad, flexible annotation workflows
- Better than LabelMe:
- Editor score 9.4 vs 7.1
A broad annotation workspace with flexible deployment, AI assistance, and team workflows.
- API access
9.4/10★★★★★Visit CVAT -
Best forEnd-to-end dataset and model workflows
- Better than LabelMe:
- Editor score 9.2 vs 7.1
A broad computer vision workspace spanning annotation, training, evaluation, and deployment.
- API access
9.2/10★★★★★Visit Roboflow -
Best forBudget-conscious teams needing advanced annotation
- Better than LabelMe:
- Editor score 9.1 vs 7.1
A broad annotation platform with a free plan, model assistance, and private deployment.
- API access
9.1/10★★★★★Visit BasicAI -
Best forFlexible open-source annotation teams
- Better than LabelMe:
- Editor score 9.0 vs 7.1
A flexible annotation platform with broad image tooling, APIs, exports, and open-source deployment.
- API access
9.0/10★★★★☆Visit Label Studio -
Best forEnterprise teams needing training and deployment
- Better than LabelMe:
- Editor score 8.8 vs 7.1
A broad annotation and model-development platform with free, paid and self-hosted options.
- API access
8.8/10★★★★☆Visit Supervisely -
Best forMature cloud data-operations teams
- Better than LabelMe:
- Editor score 8.7 vs 7.1
A broad, API-ready annotation platform for mature teams managing multimodal AI data.
- API access
8.7/10★★★★☆Visit Dataloop -
Best forHigh-quality multimodal annotation programs
- Better than LabelMe:
- Editor score 8.5 vs 7.1
A broad annotation and data platform for complex multimodal AI programs.
- API access
8.5/10★★★★☆Visit Encord -
Best forCollaborative teams with complex datasets
- Better than LabelMe:
- Editor score 8.4 vs 7.1
A flexible annotation workspace for teams handling complex multimodal AI datasets.
- API access
8.4/10★★★★☆Try Kili Technology -
Best forEnterprise annotation and dataset curation
- Better than LabelMe:
- Editor score 8.3 vs 7.1
A broad enterprise annotation platform with assisted labeling and dataset controls.
- API access
8.3/10★★★★☆Visit SuperAnnotate -
Best forMedical and complex visual-data teams
- Better than LabelMe:
- Editor score 8.2 vs 7.1
A broad annotation platform for teams building computer-vision and medical-imaging datasets.
- API access
8.2/10★★★★☆Visit V7 Darwin -
Best forAWS-centric multimodal labeling programs
- Better than LabelMe:
- Editor score 8.1 vs 7.1
A broad AWS labeling service for existing customers, with usage-based pricing and limited availability.
- Review workflow
8.1/10★★★★☆View Ground Truth -
Best forTeams needing curation and quality control
- Better than LabelMe:
- Editor score 8.0 vs 7.1
A broad annotation and quality-control workspace for teams curating computer-vision data.
- API access
8.0/10★★★★☆Visit Labelbox -
Best forTeams labeling 3D and multi-sensor data
- Better than LabelMe:
- Editor score 7.9 vs 7.1
A flexible annotation platform for teams working with 3D, sequence, and sensor-fusion data.
- API access
7.9/10★★★★☆Visit Segments.ai -
Best forFree COCO-focused computer-vision projects
- Better than LabelMe:
- AI-assisted labeling
- Editor score 7.7 vs 7.1
A free, self-hosted choice for COCO-focused computer-vision projects.
- AI-assisted labeling
- API access
7.7/10★★★★☆Visit COCO Annotator -
Best forFree teams needing 2D and 3D annotation
- Better than LabelMe:
- Editor score 7.6 vs 7.1
A free, open-source choice for teams annotating 2D and 3D vision data.
- API access
7.6/10★★★★☆Visit Pixano
LabelMe Alternatives: Common Questions
What is the best alternative to LabelMe?
CVAT: #1 in our AI Image Annotation Tools ranking, with an editor score of 9.4 out of 10. A broad annotation workspace with flexible deployment, AI assistance, and team workflows.
Is there a free alternative to LabelMe?
Yes. CVAT, Roboflow, BasicAI, Label Studio and Supervisely have a free plan or a free tier (9 of the 15 alternatives on this page).
What is the cheapest paid alternative to LabelMe?
Of the alternatives here that publish a price, BasicAI starts lowest, at $9/seat/mo.
Why do people look for LabelMe alternatives?
No AI-assisted annotation features; Self-hosted deployment requires server administration; Narrower feature set than modern AI annotation platforms.
How do I switch from LabelMe?
Export your data from LabelMe (most tools have an export in their settings). Sign up for the alternative; start on its free plan or trial if it has one. Import your export and set up the integrations your team relies on. Run both side by side for a short while, then cancel LabelMe.
How to Switch from LabelMe
- Export your data from LabelMe (most tools have an export in their settings).
- Sign up for the alternative; start on its free plan or trial if it has one.
- Import your export and set up the integrations your team relies on.
- Run both side by side for a short while, then cancel LabelMe.
LabelMe vs Each Alternative
| # | Tool | Free plan | Paid from | Annotation types | Score |
|---|---|---|---|---|---|
| 19 | LabelMe | Yes | Free | polygon, scribble, mask | 7.1 |
| 1 | CVAT | Yes | $23/mo | Rectangle/bounding box, polygon, polyline, points, ellipse, cuboid, skeleton, tag, brush/mask | 9.4 |
| 2 | Roboflow | Yes | $79/mo | bounding boxes, polygons, segmentation masks, classification labels, keypoints | 9.2 |
| 3 | BasicAI | Yes | $9/seat/mo | object detection, object tracking, bounding boxes, polygons, polylines, keypoints, classification, semantic segmentation, instance segmentation, panorama segmentation | 9.1 |
| 4 | Label Studio | Yes | rectangles, ellipses, keypoints, polygons, brush masks, image classification | 9.0 | |
| 5 | Supervisely | Yes | €199/mo | rectangle, line/polyline, polygon, multipolygon, point, bitmap mask, graph/keypoints, alpha mask, 2D cuboid | 8.8 |
| 6 | Dataloop | bounding boxes, polygons, key points, cuboids, polylines, semantic segmentation, classification, tagging, hierarchical annotation | 8.7 | ||
| 7 | Encord | No | bounding boxes, rotatable bounding boxes, polygons, bitmasks, polylines, keypoints, primitives, classifications | 8.5 | |
| 8 | Kili Technology | No | bounding boxes, polygons, semantic segmentation, pose estimation, named entity recognition, classification | 8.4 | |
| 9 | SuperAnnotate | classification, key-point, bounding box, polygon, polyline, tiled imagery, cuboid, skeleton | 8.3 | ||
| 10 | V7 Darwin | Yes | Polygon; bounding box; tag; skeleton; keypoint; line; ellipse; mask; attributes; text; directional vector; instance ID | 8.2 | |
| 11 | Amazon SageMaker Ground Truth | No | 8.1 | ||
| 12 | Labelbox | Yes | bounding boxes, segmentation masks, image classification, radio classification | 8.0 | |
| 13 | Segments.ai | No | segmentation, bounding box, polygon, polyline, keypoint, cuboid | 7.9 | |
| 14 | COCO Annotator | Yes | Free | bounding boxes, polygons, segmentation masks, keypoints, points | 7.7 |
| 15 | Pixano | Yes | Free | bounding boxes, polygons, pixel masks, keypoints, cuboids, classification, tracking | 7.6 |
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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