Life & fun · alternatives · 2026

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. ExBERT – A Visual Tool to Explore Representations in Transformer Models launched in 2019; newer entries below may have overtaken it.

1. 1
   Causal▲105

   AI Powered Canvas for planning visual projects

   Sep 2026 · causal.so · its alternatives →

2. 2
   An interactive transformer “debugger” been working on in my free time▲8

   My focus has been shifting towards the ML alignment space recently, and in particular the ability to translate large transformer models into human understandable circuits and algorithms. This problem potentially isn't solvable, but it is one that some groups have had success with after large amounts of effort. In attempting to address this issue, I've been developing Transpector. A tool scaling up and reducing the barrier to entry of techniques that these teams have been showing success with. Techniques aiming to understand the internal mechanics of the model. Currently this tool is focused…

   2023 · github.com · its alternatives →

3. 3
   Juggler▲95

   A visual AI coding harness

   Sep 2026 · juggler.studio · its alternatives →

4. 4
   Diagramly▲63

   Sketch systems at the speed you think

   8d ago · diagramly.xyz · its alternatives →

5. 5
   R2D3▲5

   A Visual Introduction to Machine Learning

   2017 · r2d3.us · its alternatives →

6. 6PE
   PgModeler – EER Diagramming for postgres▲9

   2017 · pgmodeler.com.br · its alternatives →

7. 7
   Marching neural network▲8

   Visualizing level surfaces of a neural network

   2017 · arogozhnikov.github.io · its alternatives →

8. 8EV
   Efemarai – Visualizing and debugging ML models▲8

   2021 · efemarai.com · its alternatives →

9. 9
   Python convtools library – code generation for data transforms▲8

   2020 · convtools.readthedocs.io · its alternatives →

10. 10
    Flourish▲7

    Next-generation platform for data visualisation.

    2017 · flourish.studio · its alternatives →

11. 11KA
    Knarr, a collaborative, visual data exploration tool▲6

    2020 · knarr.io · its alternatives →

12. 12ND
    New data visualization tool and why we made it▲9

    2014 · blog.spritesapp.com · its alternatives →

13. 13TV
    Tfidf.Viz, a Visualization Tool for TF-IDF▲5

    2019 · tfidfviz.com · its alternatives →

14. 14BV
    Beautiful Visualisations with the Chord Package▲6

    Beautiful Data Science

    2020 · shahinrostami.com · its alternatives →

15. 15IY
    IconFst – Yet Another AI Icon Generator▲5

    2025 · iconfst.com · its alternatives →

16. 16
    GradientsGuru▲8

    collection of beautiful gradients and blend image effects

    2018 · its alternatives →

17. 17
    A selection of generative art coded in p5.js▲7

    Adam Fuhrer — artist & software engineer

    2023 · adamfuhrer.com · its alternatives →

18. 18AV
    Axcept – Visual Regression Testing Platform▲5

    2019 · axcept.io · its alternatives →

19. 19
    Facets▲6

    Open Source Visualization for Machine Learning Training Data

    2017 · github.com · its alternatives →

20. 20
    Adobe Shortcut Mapper▲7

    An interactive visualisation of Keyboard Shortcuts

    2015 · fastprint.co.uk · its alternatives →

21. 21
    The Math of Neural Networks▲5

    A Visual Introduction For Beginners

    2017 · amazon.com · its alternatives →

22. 22DA
    DGM: A free online diagramming for the Web and AI▲5

    2024 · dgm.sh · its alternatives →

23. 23
    Visualgo▲3

    Visualising data structures and algorithms through animation

    2016 · visualgo.net · its alternatives →

24. 24
    PromptFlow – Build LLM flows as directed graphs▲6

    2023 · github.com · 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 →