Dev tools · alternatives · 2026

24 alternatives to LightTag

The text annotation tool for teams

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. LightTag launched in 2020; newer entries below may have overtaken it.

1. 1
   LightTag▲7

   The Next Annotation Tool for Teams

   2019 · its alternatives →

2. 2AA
   An annotation tool for ML and NLP▲76

   2021 · getmarkup.com · its alternatives →

3. 3
   Collabwriting for Teams▲689

   The easiest way to capture, store & find knowledge

   2024 · its alternatives →

4. 4
   DeepTagger▲386

   From Documents to Structured Data with Interactive Labelling

   Sep 2025 · deeptagger.com · its alternatives →

5. 5
   Light▲86

   One Stop Solution for Collaboration

   2022 · its alternatives →

6. 6
   Typed▲526

   Next-generation document editor and collaboration tool

   2022 · its alternatives →

7. 7
   Data Labeling Platform▲239

   Manage your computer vision data labeling

   2024 · labelyourdata.com · its alternatives →

8. 8
   Tools for Teams▲227

   A curated list of tools for teams

   2020 · its alternatives →

9. 9
   Teamsight▲90

   Beautiful knowledge management for teams.

   2018 · its alternatives →

10. 10
    TagTeam▲109

    Natural Language Processing API for unstructured text.

    2022 · its alternatives →

11. 11
    Tagbox.io▲374

    Google Photos for business

    2023 · its alternatives →

12. 12
    Video Annotations by Zight▲289

    Draw on videos to get your point across

    2020 · its alternatives →

13. 13
    d-label▲5

    annotation tool allowing you to outperform text APIs

    2020 · its alternatives →

14. 14
    Sense ▲274

    AI search for all your apps and automatic work hub

    2025 · its alternatives →

15. 15RB
    Rules-based labelling tool for NLP▲55

    2021 · github.com · its alternatives →

16. 16
    LightUp▲20

    AI-Powered annotations for every page on the web.

    2024 · boimaginations.com · its alternatives →

17. 17
    Label Studio 1.8.0 Release▲185

    Open source data labelling platform for AI model tuning

    2023 · its alternatives →

18. 18
    AgentEcho▲89

    Annotate any webpage UI and export feedback as Markdown

    Jan 2026 · github.com · its alternatives →

19. 19
    Social Tags▲117

    Quickly generate essential meta tags

    2021 · its alternatives →

20. 20
    Collaboration from Zight▲143

    Collaborate with commenting, annotations, and faster sharing

    2020 · its alternatives →

21. 21
    Labellerr▲75

    Get labeled data at scale, quick!

    2020 · its alternatives →

22. 22
    T-Rex Label▲93

    AI-assisted annotation tool for complex scenes

    2024 · trexlabel.com · its alternatives →

23. 23
    Team-img▲75

    Simple, point-and-click, image collaboration

    2020 · its alternatives →

24. 24
    Datasaur▲90

    Manage your entire data labeling workflow with a single tool

    2020 · its alternatives →

Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →