Dev tools · 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. Monitor ML model training on mobile launched in 2020; newer entries below may have overtaken it.

1. 1
   Monitor server hardware usage from phone▲33

   🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱 - labml/guides/hardware_monitoring.md at master · labmlai/labml

   2021 · github.com · its alternatives →

2. 2
   Monitor ML▲171

   Real-time production monitoring of ML models, made simple.

   2019 · arize.com · its alternatives →

3. 3
   ML Kit (by Google)▲195

   Machine learning for mobile developers

   2018 · developers.google.com · its alternatives →

4. 4
   Machine Learning Experiments Organizer▲5

   🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱 - labmlai/labml

   2019 · github.com · its alternatives →

5. 5
   Fritz▲161

   Mobile machine learning made easy

   2018 · fritz.ai · its alternatives →

6. 6
   Model Zoo▲74

   Deploy your machine learning model in a single line of code.

   2020 · its alternatives →

7. 7
   Comet.ml▲208

   Automatically track machine learning code and experiments

   2018 · comet.com · its alternatives →

8. 8
   ELBO ML Tracker▲61

   Track your ML tasks on your phone

   2022 · puppetry.com · its alternatives →

9. 9
   Almeta ML▲383

   Predict customer behavior on your site with ML, save on ads

   2024 · almeta.cloud · its alternatives →

10. 10
    MLConsole – web app to train ML models, for free and client-side▲86

    ML Console is a free tool to build an AI model without writing a single line of code. Simply pick a column to predict, and let us handle the rest.

    2021 · mlconsole.com · its alternatives →

11. 11
    Fritz for Android▲24

    Mobile machine learning made simple, now on Android.

    2018 · fritz.ai · its alternatives →

12. 12SM
    SpotML – Managed ML Training on Cheap AWS/GCP Spot Instances▲157

    2021 · spotml.io · its alternatives →

13. 13
    Mobile ML▲5

    A curated model library for mobile machine learning.

    2017 · mobileml.com · its alternatives →

14. 14
    DVC Studio▲95

    Machine Learning Experiments based on Git

    2021 · studio.datachain.ai · its alternatives →

15. 15
    Mljar Studio – local AI data analyst that saves analysis as notebooks▲73

    Hi HN, I’ve been working on mljar-supervised (open-source AutoML for tabular data) for a few years. Recently I built a desktop app around it called MLJAR Studio. The idea is simple: you talk to your data in natural language, the AI generates Python code, executes it locally, and the whole conversation becomes a reproducible notebook (*.ipynb file). So instead of just chatting with data, you end up with something you can inspect, modify, and rerun. What MLJAR Studio does: - Sets up a local Python environment automatically, runs on Mac, Windows, and Linux - Installs missing packages during the…

    May 2026 · mljar.com · its alternatives →

16. 16
    Openlayer▲147

    Test, fix, and improve your ML models

    2023 · openlayer.com · its alternatives →

17. 17
    Compile ML models into dependency-free source code for easy deployment▲37

    I'm a machine learning engineer who always found it annoying to integrate ML models into phone apps, smartwatch apps, microcontroller firmware etc... Why do we need all these libraries and runtimes with all the overhead, compatibility issues and other headaches, when it's just some math to be executed? So I made a compiler that simply converts the model into plain source code with no dependencies, and it actually solved all my deployment problems. Now I'm curious if it can help anyone else too. Through the link you can submit your model file (Keras h5, onnx soon to be supported), and I'll…

    2023 · waveworks.dk · its alternatives →

18. 18
    GUIs for Faster ML Prototyping and Sharing▲85

    Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work! - gradio-app/gradio

    2020 · github.com · its alternatives →

19. 19PR
    Pup, real-time app metrics with Statsd▲107

    See metrics from all of your apps, tools & services in one place with Datadog’s cloud monitoring as a service solution. Try it for free.

    2012 · datadoghq.com · its alternatives →

20. 20
    Web App with GUI for AutoML on Tabular Data▲41

    AutoML Web App - build Machine Learning pipeline in automatic way with Graphical User Interface (GUI). You can run app locally! - mljar/automl-app

    2023 · github.com · its alternatives →

21. 21
    Machine learning automation from creating to using models in production▲72

    a delightful machine learning tool that allows you to train, test, and use models without writing code - GitHub - nidhaloff/igel at v0.4.0

    2021 · github.com · its alternatives →

22. 22
    ML Annotator▲79

    Annotate machine learning data sets and output to models

    2022 · apps.apple.com · its alternatives →

23. 23
    ML Visualization IDE▲92

    Make powerful, interactive machine learning visualizations

    2020 · wandb.ai · its alternatives →

24. 24
    FiftyOne▲75

    Accelerate your machine learning experimentation

    2020 · docs.voxel51.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 →