Best Image Annotation Software in 2026
Updated
In short: Label Studio is ranked #1 of 28 as of 4 October 2026, ahead of Supervisely and Roboflow. The best-ranked option with a free plan is Supervisely. The lowest first paid tier on this page is CVAT at $1.92/mo.
Image annotation tools vary in the kinds of labels they support and how annotation work moves into a wider data workflow. Compare annotation types and image formats, along with model-assisted labeling and dataset export. API access may matter for connecting work to other tools, while team collaboration is relevant when people share annotation tasks. Free-plan availability and paid starting prices help compare access and cost. Label Studio, Supervisely, and Roboflow are among the options to consider; CVAT and Labelbox are also shown. Start with the outputs and collaboration needs of your project, then weigh the listed capabilities.
28 image annotation software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
Image Annotation Software, ranked on how quickly a newcomer can get going. 7 of the 25 on this page can be tried for free.
- 1 Label StudioPaid from $99/mo
- Free to practise on: yes
- Free trial: yes
- Well documented: yes
- Runs where you work: yes
- 2 SuperviselyPaid from €199/mo
- Free to practise on: yes
- Free trial: yes
- Well documented: yes
- Runs where you work: not on record
- 3 RoboflowPaid from $39/mo
- Free to practise on: yes
- Free trial: not on record
- Well documented: yes
- Runs where you work: yes
- 4 CVATPaid from $1.92/mo
- Free to practise on: yes
- Free trial: not on record
- Well documented: yes
- Runs where you work: not on record
- 5 LabellerrPaid from $833.25/mo
- Free to practise on: yes
- Free trial: not on record
- Well documented: yes
- Runs where you work: not on record
- 6 Ultralytics PlatformPaid from $29/mo
- Free to practise on: yes
- Free trial: not on record
- Well documented: yes
- Runs where you work: not on record
- 7 Labelme
- Free to practise on: not on record
- Free trial: yes
- Well documented: yes
- Runs where you work: yes
- 8 Labelbox
- Free to practise on: not on record
- Free trial: not on record
- Well documented: yes
- Runs where you work: not on record
- 9 Pixano
- Free to practise on: not on record
- Free trial: not on record
- Well documented: yes
- Runs where you work: yes
- 10 BasicAIPaid from $550/mo
- Free to practise on: not on record
- Free trial: not on record
- Well documented: yes
- Runs where you work: not on record
- 11 FiftyOne
- Free to practise on: not on record
- Free trial: not on record
- Well documented: not on record
- Runs where you work: yes
- 12 MakeSense.ai
- Free to practise on: not on record
- Free trial: not on record
- Well documented: not on record
- Runs where you work: yes
- 13 V7 Darwin
- Free to practise on: not on record
- Free trial: not on record
- Well documented: yes
- Runs where you work: not on record
- 14 Xtreme1
- Free to practise on: not on record
- Free trial: not on record
- Well documented: not on record
- Runs where you work: yes
- 15 Annota AI
- Free to practise on: not on record
- Free trial: not on record
- Well documented: not on record
- Runs where you work: not on record
- 16 Dataloop
- Free to practise on: not on record
- Free trial: not on record
- Well documented: yes
- Runs where you work: not on record
- 17 segmenteverygrain
- Free to practise on: not on record
- Free trial: not on record
- Well documented: not on record
- Runs where you work: yes
- 18 SuperAnnotate
- Free to practise on: not on record
- Free trial: not on record
- Well documented: yes
- Runs where you work: not on record
- 19 Vailabel Studio
- Free to practise on: not on record
- Free trial: not on record
- Well documented: not on record
- Runs where you work: yes
- 20 Annotate-Lab
- Free to practise on: not on record
- Free trial: not on record
- Well documented: not on record
- Runs where you work: not on record
- 21 VGG Image Annotator
- Free to practise on: not on record
- Free trial: not on record
- Well documented: not on record
- Runs where you work: not on record
- 22 Draw Attention
- Free to practise on: not on record
- Free trial: not on record
- Well documented: not on record
- Runs where you work: not on record
- 23 Kili Technology
- Free to practise on: not on record
- Free trial: not on record
- Well documented: yes
- Runs where you work: not on record
- 24 PixLab Annotate
- Free to practise on: not on record
- Free trial: not on record
- Well documented: not on record
- Runs where you work: not on record
- 25 Segments.ai
- Free to practise on: not on record
- Free trial: not on record
- Well documented: yes
- Runs where you work: not on record
Is your platform on this list?
Numbered spots on this list can be sponsored. They are labelled, and the editorial order and scores never change for payment.
Questions about this list
Which image annotation software is ranked first on The Geeks Club?
Label Studio is ranked #1 of 28 with a score of 7.9. Supervisely is second and Roboflow third.
How many of these have a free plan?
6 of the 25 on this page publish a free plan on their own pricing pages.
Which is the cheapest paid option?
On this page, CVAT has the lowest first paid tier we found: $1.92/mo.
How is this list ranked?
Ranked on how quickly a newcomer can get going: documentation depth, a free tier or trial, and the platforms it runs on. Paid placements never change a rank.