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AI · alternatives · 2026

24 alternatives to Apache SystemML

A machine learning platform, optimal for big data.

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Apache SystemML launched in 2018; newer entries below may have overtaken it.

  1. 1
    StackML▲252

    Machine Learning platform in-browser, for creators

    2019 · its alternatives →

  2. 2
    BigML▲64

    Machine learning as a service - build predictive apps

    2014 · bigml.com · its alternatives →

  3. 3

    Generative AutoML for Tabular Data. Contribute to sapientml/sapientml development by creating an account on GitHub.

    2023 · github.com · its alternatives →

  4. 4

    The fastest, most precise no-code AI in the world.

    2020 · obviously.ai · its alternatives →

  5. 5
    UnionML▲77

    The easiest way to build and deploy ML microservices

    2022 · union.ai · its alternatives →

  6. 6SM
  7. 7

    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 →

  8. 8
    FastML▲11

    Ship Machine Learning Pipelines. Fast.

    2024 · its alternatives →

  9. 9
    MindsDB▲235

    In-database machine learning

    2022 · its alternatives →

  10. 10
    MakeML▲274

    Train Neural Networks without a line of code

    2019 · makeml.app · its alternatives →

  11. 11

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

    2020 · github.com · its alternatives →

  12. 12
    Sambot▲69

    AutoML assistant that does some predictions automatically

    2022 · chromewebstore.google.com · its alternatives →

  13. 13

    A Linux desktop in the cloud built for Machine Learning

    2016 · its alternatives →

  14. 14
    ScoopML▲81

    An AI assistant for machine learning engineers

    2020 · its alternatives →

  15. 15
    Apple MLX▲138

    An array framework for machine learning on Apple silicon

    2023 · pypi.org · its alternatives →

  16. 16

    Hi HN, We're Luke and Phillip, and we're building Spice.ai OSS - a lightweight, portable runtime, built in Rust and powered by Apache DataFusion to locally materialize, accelerate, and query data tables sourced from any database, data warehouse or data lake. Phillip and I first introduced Spice on Show HN in September 2021. Since then, we’ve been schooled and humbled in every way building 100TB+ data and ML systems for the https://spice.ai cloud platform. Along with our customers, we struggled with getting fast, low-latency, high-concurrency SQL query within a budget, accessing and…

    2024 · github.com · its alternatives →

  17. 17
    oneML▲3

    An optimized and portable Machine Learning SDK

    2022 · sertiscorp.com · its alternatives →

  18. 18

    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 →

  19. 19

    ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io. - zenml-io/zenml

    2020 · github.com · its alternatives →

  20. 20

    Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation - mljar/mljar-supervised

    2021 · github.com · its alternatives →

  21. 21
    ZenML▲84

    Create reproducible machine learning pipelines

    2020 · github.com · its alternatives →

  22. 22UA

    Hi HN! Niels here. I'm the creator of UnionML (https://github.com/unionai-oss/unionml), a Python MLOps framework that removes the boilerplate and friction associated with building and deploying machine learning systems to production. I've been training and deploying models for almost a decade now, and one pain-point I've consistently had is managing the complexity of building and maintaining an ML stack that works for the entire model development lifecycle - from prototyping to production. UnionML is built on top of Flyte (https://www.flyte.org) and exposes a…

    2022 · its alternatives →

  23. 23

    FIND YOUR PERFECT .ML DOMAIN

    2022 · its alternatives →

  24. 24

    Provide an input CSV and a target field to predict, generate a model + code to run it. - minimaxir/automl-gs

    2019 · github.com · its alternatives →

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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 →