AI · alternatives · 2026

24 alternatives to BigML

Machine learning as a service - build predictive apps

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. BigML launched in 2014; newer entries below may have overtaken it.

1. 1
   Azure - Machine Learning▲81

   Powerful cloud-based predictive analytics, ML as a Service

   2014 · azure.microsoft.com · its alternatives →

2. 2
   PredictionIO▲172

   Open source machine learning to predict/learn user behavior

   2014 · prediction.io · its alternatives →

3. 3
   Data Robot▲92

   Build Better Predictive Models — Faster

   2014 · datarobot.com · its alternatives →

4. 4
   WhatTheFIsML▲110

   An illustrated guide to understanding Machine Learning

   2016 · its alternatives →

5. 5
   Nanonets▲135

   Turn machine learning into an API call

   2017 · nanonets.com · its alternatives →

6. 6
   Distill▲200

   An interactive, visual journal for Machine Learning research

   2017 · distill.pub · its alternatives →

7. 7
   Dato▲7

   Machine Learning as a Service

   2015 · its alternatives →

8. 8
   Clef▲128

   Open-source decision models from Cloudflare

   20d ago · blog.cloudflare.com · its alternatives →

9. 9
   Sense▲67

   Cloud platform for data science and big data analytics

   2014 · its alternatives →

10. 10
    Paperspace for Machine Learning▲152

    A Linux desktop in the cloud built for Machine Learning

    2016 · its alternatives →

11. 11
    Predictive Analytics▲63

    The power to predict who will click, buy, lie, or die

    2016 · amazon.com · its alternatives →

12. 12
    Machine Learning▲77

    A visual guide for beginners

    2017 · amazon.com · its alternatives →

13. 13
    Deep Learning▲67

    The textbook for modern machine learning

    2016 · amazon.com · its alternatives →

14. 14
    Keplr▲112

    Turn your datasets into prediction engines

    2016 · keplrai.com · its alternatives →

15. 15
    Talking Machines - Solving intelligence and machine learning fundamentals▲56

    Guest: Nando de Freitas (Oxford, Google DeepMind)

    2015 · thetalkingmachines.com · its alternatives →

16. 16
    Software Engineering Daily — Machine Learning for Businesses with Joshua Bloom▲63

    Joshua Bloom, CTO of Wise.io dives into machine learning

    2016 · softwareengineeringdaily.com · its alternatives →

17. 17
    Percypt▲75

    Transform collective intelligence into accurate forecasts

    2017 · its alternatives →

18. 18
    Joyent Manta▲66

    Big Compute for Big Data

    2014 · joyent.com · its alternatives →

19. 19
    PalletML – Turn your machine learning model into an app▲5

    2021 · palletml.com · its alternatives →

20. 20
    Talking Machines: OpenAI and Gaussian Processes▲56

    Featuring Ilya Sutskever, director of research for OpenAI

    2016 · thetalkingmachines.com · its alternatives →

21. 21
    Mobile ML▲5

    A curated model library for mobile machine learning.

    2017 · mobileml.com · its alternatives →

22. 22ML
    Machine Learning Development on Apple Platforms▲8

    2019 · nicholas-arner.squarespace.com · its alternatives →

23. 23
    The Definitive Guide to Machine Learning▲7

    A brief introduction to Machine Learning

    2015 · its alternatives →

24. 24
    TensorFlow▲17

    An Open Source Library for Machine Intelligence (by Google)

    2015 · tensorflow.org · 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 →