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. Seamless ML training on AWS Spot instances launched in 2021; newer entries below may have overtaken it.

1. 1SM
   SpotML – Managed ML Training on Cheap AWS/GCP Spot Instances▲157

   2021 · spotml.io · its alternatives →

2. 2
   The Simplest ML API▲7

   2021 · doc.clickup.com · its alternatives →

3. 3AS
   A Simple, Serverless Machine Learning API▲7

   2019 · mlrequest.com · its alternatives →

4. 4
   BigML▲64

   Machine learning as a service - build predictive apps

   2014 · bigml.com · its alternatives →

5. 5
   Lazy AWS▲99

   A keyboard-driven home for your AWS resources

   7d ago · lazyaws.xyz · its alternatives →

6. 6
   Data Robot▲92

   Build Better Predictive Models — Faster

   2014 · datarobot.com · its alternatives →

7. 7
   Azure - Machine Learning▲81

   Powerful cloud-based predictive analytics, ML as a Service

   2014 · azure.microsoft.com · its alternatives →

8. 8OM
   Open MLOps – Open-Source Production Machine Learning▲8

   2021 · datarevenue.com · its alternatives →

9. 9
   DataMacaw▲67

   Train and run your AI models easily at low cost in the cloud

   2022 · aws.amazon.com · its alternatives →

10. 10MT
    ModelChimp, Track and Collaborate on Machine Learning Models▲6

    2018 · modelchimp.com · its alternatives →

11. 11SB
    Subscription based suite of ML APIs from Google/MSFT/AWS, any feedback?▲7

    2018 · dataturks.com · its alternatives →

12. 12TO
    Try Open Source Pretrained ML Models in Seconds▲8

    2018 · modeldepot.io · its alternatives →

13. 13
    I open-sourced our internal tool for ML comparability/reproducibility▲5

    2024 · github.com · its alternatives →

14. 14LM
    Learn Modern Cloud Infrastructure Using AWS▲8

    2016 · badgerops.net · its alternatives →

15. 15BS
    Bucket – Simple Feature Analytics▲8

    2021 · bucket.so · its alternatives →

16. 16
    Ruby queueing library built on Amazon SQS for background processing▲7

    2012 · github.com · its alternatives →

17. 17
    Ptolemy – An AWS DMS Mapping Table Generator▲5

    2016 · github.com · its alternatives →

18. 18BS
    Backprop – Serverless platform for machine learning models▲5

    2021 · backprop.co · its alternatives →

19. 19MA
    MLflow – A platform for the complete machine learning▲5

    2018 · mlflow.org · its alternatives →

20. 20OM
    Online Machine Learning System▲5

    2015 · data-learn.com · its alternatives →

21. 21EV
    Efemarai – Visualizing and debugging ML models▲8

    2021 · efemarai.com · its alternatives →

22. 22NL
    Natural Language Processing and Machine Learning via REST API▲9

    2016 · esapi.intellexer.com · its alternatives →

23. 23OS
    Open source ML Book: Learn ML by Reading Answers, Like SO▲6

    2021 · rentruewang.github.io · its alternatives →

24. 24
    lfm – AWS Lambda Function Manager▲7

    2015 · 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 →