AI · 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. Open MLOps – Open-Source Production Machine Learning launched in 2021; newer entries below may have overtaken it.

1. 1
   BigML▲64

   Machine learning as a service - build predictive apps

   2014 · bigml.com · its alternatives →

2. 2MA
   MLflow – A platform for the complete machine learning▲5

   2018 · mlflow.org · its alternatives →

3. 3
   I open-sourced our internal tool for ML comparability/reproducibility▲5

   2024 · github.com · its alternatives →

4. 4
   TensorFlow 1.0▲80

   Open-source machine learning library by Google

   2018 · tensorflow.org · its alternatives →

5. 5
   Clef▲128

   Open-source decision models from Cloudflare

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

6. 6
   PredictionIO▲172

   Open source machine learning to predict/learn user behavior

   2014 · prediction.io · its alternatives →

7. 7AC
   A curated collection of open-source ML projects▲5

   2017 · ml-showcase.com · its alternatives →

8. 8
   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 →

9. 9
   Experiential Labs▲136

   Open source AI gateway turning traffic into a better model

   Sep 2026 · experientiallabs.ai · its alternatives →

10. 10
    OpenScience▲75

    The open-source AI workbench for scientific research

    25d ago · openscience.sh · its alternatives →

11. 11
    Azure - Machine Learning▲81

    Powerful cloud-based predictive analytics, ML as a Service

    2014 · azure.microsoft.com · its alternatives →

12. 12
    TensorPort▲143

    Help teams apply machine learning to real-world applications

    2017 · its alternatives →

13. 13
    Machine Learning▲6

    A Hands-On, Project-Based Introduction to Machine Learning

    2017 · amazon.com · its alternatives →

14. 14ML
    Machine Learning Development on Apple Platforms▲8

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

15. 15
    TensorFlow▲17

    An Open Source Library for Machine Intelligence (by Google)

    2015 · tensorflow.org · its alternatives →

16. 16
    Enhance Podcast - "Mutually Assured Machine Learning"▲60

    Understanding machine learning and its applications.

    2016 · soundcloud.com · its alternatives →

17. 17AS
    A Simple, Serverless Machine Learning API▲7

    2019 · mlrequest.com · its alternatives →

18. 18
    Data Robot▲92

    Build Better Predictive Models — Faster

    2014 · datarobot.com · its alternatives →

19. 19
    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 →

20. 20
    Deep Learning▲67

    The textbook for modern machine learning

    2016 · amazon.com · its alternatives →

21. 21LA
    Loominus AI – The fastest way to be productive with machine learning▲8

    2019 · loominus.ai · its alternatives →

22. 22
    ZenML, extensible open-source MLOps framework for reproducible ML▲37

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

    2020 · github.com · its alternatives →

23. 23
    Talking Machines: OpenAI and Gaussian Processes▲56

    Featuring Ilya Sutskever, director of research for OpenAI

    2016 · thetalkingmachines.com · its alternatives →

24. 24AA
    Auger – A fully-hosted automated machine learning platform▲7

    2018 · auger.ai · 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 →