Suggestions appear as you type. Use the up and down arrows to choose one and Enter to open it.

This page's audience our own tag's counts — open to see them
–Visits
–Page views
–Clicks to vendors
–Time on page
–Reading now
Clicks to vendors, by tool
  • –
Top countries
  • –
Devices
  • –

– · visits, page views and clicks counted by our own tag, which counts more than our checked analytics; every figure rounded down · how we count

Best CVAT Alternatives in 2026

Freemium#2 of 28 in Image Annotation SoftwareAI Image Annotation ToolsAI Data Labeling ToolsData Labeling Software+2 more

The top CVAT alternatives are Pixano, Label Studio and Roboflow: 15 image annotation software our editors would look at instead of CVAT, in our ranking order.

8.9/10Editor score
Visit CVAT
CVAT8.9 Visit CVAT

CVAT: A broad CV workflow spanning manual, AI-assisted, collaborative, and programmatic annotation. Where it falls short: free plan supports only 1–2 members.

Switching from CVAT? For most image annotation software buyers the best CVAT alternative is Pixano, built for open-source teams needing 2D and 3D annotation. On a budget, BasicAI starts at $9/seat/mo, against $23/mo for CVAT.

Why People Look for a CVAT Alternative

  • Free plan supports only 1–2 members
  • Solo plans are limited to a personal workspace
  • Enterprise deployment starts at $12,000 per year
  • Paid from $23/user/mo — BasicAI is $9/user/mo

Quick Picks by What You Need

All 15 CVAT 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.

  1. Pixano

    Best forOpen-source teams needing 2D and 3D annotation

    • Better than CVAT:
    • Editor score 9.0 vs 8.9

    A flexible open-source choice for teams annotating 2D and 3D vision datasets.

    • API access
    Free plan Our Pixano verdict → Visit Pixano
    9.0/10★★★★☆
    Visit Pixano
  2. Label Studio

    Best forTeams wanting flexible open-source annotation

    Flexible image annotation with open-source deployment, AI assistance, and broad exports.

    • Team collaboration
    • API access
    Free plan Our Label Studio verdict → Visit Label Studio
    8.8/10★★★★☆
    Visit Label Studio
  3. Roboflow

    Best forTeams needing annotation plus model deployment

    A broad image annotation and deployment platform with a free public tier and paid private-data plans.

    • Team collaboration
    • API access
    Free plan · 14-day trial Our Roboflow verdict → Visit Roboflow
    8.7/10★★★★☆
    Visit Roboflow
  4. FiftyOne

    Best forML teams combining annotation and model evaluation

    A broad open-source platform for annotation, dataset curation, and model evaluation.

    • Team collaboration
    • API access
    Open source Our FiftyOne verdict → Visit FiftyOne
    8.6/10★★★★☆
    Visit FiftyOne
  5. Supervisely

    Best forLarge teams needing managed AI labeling

    A broad labeling and model-development platform with free access and paid team features.

    • Team collaboration
    • API access
    Free plan · 30-day trial Our Supervisely verdict → Visit Supervisely
    8.5/10★★★★☆
    Visit Supervisely
  6. V7 Darwin

    Best forTeams annotating medical and video imagery

    A broad annotation platform for teams building computer-vision and medical-imaging datasets.

    • Team collaboration
    • API access
    Free plan · pricing on request Our V7 Darwin verdict → Visit V7 Darwin
    8.4/10★★★★☆
    Visit V7 Darwin
  7. Labelbox

    Best forTeams prioritizing quality control and data curation

    A quality-focused image annotation platform with curation, model assistance, and cloud integrations.

    • Team collaboration
    • API access
    Free plan Our Labelbox verdict → Visit Labelbox
    8.3/10★★★★☆
    Visit Labelbox
  8. Dataloop

    Best forEnterprise teams with multimodal datasets

    A broad, API-ready annotation platform for enterprise multimodal AI teams.

    • Team collaboration
    • API access
    Pricing on request Our Dataloop verdict → Visit Dataloop
    8.2/10★★★★☆
    Visit Dataloop
  9. Encord

    Best forQuality-focused enterprise annotation programs

    A broad annotation and data-quality platform for enterprise AI programs.

    • Team collaboration
    • API access
    Pricing on request Our Encord verdict → Visit Encord
    8.1/10★★★★☆
    Visit Encord
  10. SuperAnnotate

    Best forEnterprise teams needing curated image datasets

    A broad annotation and dataset platform for enterprise teams building curated image data.

    • Team collaboration
    • API access
    Pricing on request Our SuperAnnotate verdict → Visit SuperAnnotate
    8.0/10★★★★☆
    Visit SuperAnnotate
  11. Kili Technology

    Best forTeams needing review-heavy multimodal labeling

    A broad annotation platform for teams that need structured review and multimodal labeling.

    • Team collaboration
    • API access
    Pricing on request · 14-day trial Our Kili Technology verdict → Try Kili Technology
    7.9/10★★★★☆
    Try Kili Technology
  12. Segments.ai

    Best forTeams labeling 3D and multi-sensor data

    A focused annotation platform for image, sequence, point-cloud, and sensor-fusion workflows.

    • Team collaboration
    • API access
    Pricing on request · 14-day trial Our Segments.ai verdict → Visit Segments.ai
    7.8/10★★★★☆
    Visit Segments.ai
  13. Ultralytics Platform

    Best forYOLO-focused teams needing integrated workflows

    A YOLO-focused workspace combining annotation, datasets, training, deployment, and collaboration.

    • Team collaboration
    • API access
    Free plan Our Ultralytics Platform verdict → Visit Ultralytics
    7.7/10★★★★☆
    Visit Ultralytics
  14. Labellerr

    Best forTeams wanting active learning and many exports

    A capable image annotation platform for teams that need automation, APIs, and export choice.

    • Team collaboration
    • API access
    Free plan Our Labellerr verdict → Visit Labellerr
    7.6/10★★★★☆
    Visit Labellerr
  15. BasicAI

    Best forTeams needing broad, affordable annotation coverage

    • Better than CVAT:
    • Paid from: $9/user/mo vs $23/user/mo

    A broad annotation platform with multimodal coverage, model assistance, APIs, and private deployment.

    • Team collaboration
    • API access
    Free plan Our BasicAI verdict → Visit BasicAI
    7.5/10★★★★☆
    Visit BasicAI

CVAT Alternatives: Common Questions

What is the best alternative to CVAT?

Pixano: #1 in our Image Annotation Software ranking, with an editor score of 9.0 out of 10. A flexible open-source choice for teams annotating 2D and 3D vision datasets.

Is there a free alternative to CVAT?

Yes. Pixano, Label Studio, Roboflow, FiftyOne and Supervisely have a free plan or a free tier (10 of the 15 alternatives on this page).

What is the cheapest paid alternative to CVAT?

Of the alternatives here that publish a price, BasicAI starts lowest, at $9/seat/mo.

Why do people look for CVAT alternatives?

Free plan supports only 1–2 members; Solo plans are limited to a personal workspace; Enterprise deployment starts at $12,000 per year.

How do I switch from CVAT?

Export your data from CVAT (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 CVAT.

How to Switch from CVAT

  1. Export your data from CVAT (most tools have an export in their settings).
  2. Sign up for the alternative; start on its free plan or trial if it has one.
  3. Import your export and set up the integrations your team relies on.
  4. Run both side by side for a short while, then cancel CVAT.

CVAT vs Each Alternative

#ToolFree planPaid fromAnnotation typesImage formatsModel-assisted labelingDataset exportScore
2CVATYes$23/moRectangle/bounding box, polygon, polyline, points, ellipse, cuboid, skeleton, tag, brush/maskJPEG, PNG, BMP, GIF, PPM, TIFFYesCVAT XML, Datumaro JSON, COCO JSON, YOLO, Pascal VOC, Cityscapes, KITTI, Open Images, MOT, and others8.9
1PixanoYesFreebounding boxes, polygons, pixel masks, keypoints, cuboids, classification, trackingJPEG, PNGYesCOCO, Pixano annotation format9.0
2Label StudioYesrectangles, ellipses, keypoints, polygons, brush masks, image classificationYesJSON, JSON_MIN, CSV, TSV, COCO, Pascal VOC XML, YOLO, PNG, NumPy8.8
3RoboflowYesbounding boxes, polygons, segmentation masks, classification labels, keypointsJPG, PNG, WEBP, AVIF, BMPYesJSON, XML, CSV, TXT, and 30+ additional formats8.7
4FiftyOneFreebounding boxes; polygons; segmentation masks; classifications; polylines; SAM2 click-to-segment instance segmentationJPEG; PNG; BMPYesCOCO; image directory; image classification directory tree; FiftyOne dataset; Python/CLI export8.6
5SuperviselyYes€199/morectangle, line/polyline, polygon, multipolygon, point, bitmap mask, graph/keypoints, alpha mask, 2D cuboid.jpg, .jpeg, .mpo, .bmp, .png, .webp, .tiff, .tif, .jfif, .avif, .heic, .heifYesSupervisely Format, COCO, Pascal VOC, YOLOv8, DOTA, Cityscapes, Amazon S3, Google Cloud Storage, Microsoft Azure, S3-compatible storage8.5
6V7 DarwinYesPolygon; bounding box; tag; skeleton; keypoint; line; ellipse; mask; attributes; text; directional vector; instance ID.jpg, .jpeg, .webp, .png, .bmp, .svs, .tif, .tiff, .qtiff, .dcm, .rvg, .nii, .nii.gz, .ndpiYesDarwin JSON; Darwin XML; COCO; CVAT; YOLO; Semantic PNG; Instance PNG; Pascal VOC; NIfTI8.4
7LabelboxYesbounding boxes, segmentation masks, image classification, radio classificationJPEGYesJSON, NDJSON, CSV, BigQuery, Databricks8.3
8Dataloopbounding boxes, polygons, key points, cuboids, polylines, semantic segmentation, classification, tagging, hierarchical annotationJPG, JPEG, PNG, TIFFYesDataloop JSON, COCO, YOLO, VOC8.2
9EncordNobounding boxes, rotatable bounding boxes, polygons, bitmasks, polylines, keypoints, primitives, classificationsYesJSON, COCO8.1
10SuperAnnotateclassification, key-point, bounding box, polygon, polyline, tiled imagery, cuboid, skeleton.jpg, .jpeg, .png, .gif, .bmp, .webp, .svgYesSuperAnnotate JSON, SuperAnnotate JSONL, SuperAnnotate CSV8.0
11Kili TechnologyNobounding boxes, polygons, semantic segmentation, pose estimation, named entity recognition, classificationPNG, JPEG/JPG, GIF, BMP, WebP, ICO, JP2, NTF, TIFF/TIF, GeoTIFFYesKili, YOLO v4, YOLO v5, YOLO v7, YOLO v8, Pascal VOC, COCO, GeoJSON7.9
12Segments.aiNosegmentation, bounding box, polygon, polyline, keypoint, cuboidjpeg, png, bmpYesJSON, PyTorch, TensorFlow, Hugging Face7.8
13Ultralytics PlatformYes$29/seat/modetection; instance segmentation; semantic segmentation; classification; pose estimation; oriented bounding boxesJPEG; PNG; WebP; TIFF; HEIC; AVIF; BMP; JP2; DNG; MPOYesUltralytics NDJSON7.7
14LabellerrYesBounding box, polygon, polyline, keypoint, dot, classification, segmentation, object detectionJPG, JPEG, PNG, BMP, TIFFYesCOCO JSON, YOLO, Pascal VOC XML, CSV, custom formats7.6
15BasicAIYes$9/seat/moobject detection, object tracking, bounding boxes, polygons, polylines, keypoints, classification, semantic segmentation, instance segmentation, panorama segmentationJPG, JPEG, PNG, BMP, TIFF, WebPYesBasicAI Image Format, COCO, Pascal VOC XML, YOLO, cloud storage7.5

Head-to-Head

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update