AI · alternatives · 2026

24 alternatives to FastML

Ship Machine Learning Pipelines. Fast.

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. FastML launched in 2024; newer entries below may have overtaken it.

1. 1
   ZenML▲84

   Create reproducible machine learning pipelines

   2020 · its alternatives →

2. 2
   ScoopML▲81

   An AI assistant for machine learning engineers

   2020 · its alternatives →

3. 3
   StackML▲252

   Machine Learning platform in-browser, for creators

   2019 · its alternatives →

4. 4SM
   SpotML – Managed ML Training on Cheap AWS/GCP Spot Instances▲157

   2021 · spotml.io · its alternatives →

5. 5
   OrchestraML▲82

   From English prompt to deployed ML model with human approval

   Jun 2026 · orchestra-ml.vercel.app · its alternatives →

6. 6ZE
   ZenML, extensible open-source MLOps framework for reproducible ML▲37

   2020 · github.com · its alternatives →

7. 7
   MakeML▲274

   Train Neural Networks without a line of code

   2019 · its alternatives →

8. 8
   fastht.ml▲123

   Modern web applications in pure Python

   2024 · its alternatives →

9. 9PN
   PostgresML, now with analytics and project management▲444

   We've been hard at work for a few weeks and thought it's time for another update. In case you missed our first post, PostgresML is an end-to-end machine learning solution, running alongside your favorite database. This time we have more of a suite offering: project management, visibility into the datasets and the deployment pipeline decision making. Let us know what you think! Demo link is on the page, and also here: https://demo.postgresml.org

   2022 · postgresml.org · its alternatives →

10. 10
    UnionML▲77

    The easiest way to build and deploy ML microservices

    2022 · its alternatives →

11. 11
    voltaML▲64

    Accelerate your ML/DL models in production by upto 10X.

    2022 · its alternatives →

12. 12
    Mage▲594

    The fastest way to build and use AI

    2022 · its alternatives →

13. 13
    Obviously AI AutoML▲276

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

    2020 · its alternatives →

14. 14GF
    GUIs for Faster ML Prototyping and Sharing▲85

    2020 · github.com · its alternatives →

15. 15TO
    Timber – Ollama for classical ML models, 336x faster than Python▲207

    Mar 2026 · github.com · its alternatives →

16. 16
    automl-docker▲68

    Open-source, easily create ready-to-use ML models for NLP

    2022 · its alternatives →

17. 17IA
    Igel – A CLI tool to run machine learning without writing code▲405

    2020 · github.com · its alternatives →

18. 18
    ML Kit (by Google)▲195

    Machine learning for mobile developers

    2018 · its alternatives →

19. 19
    Comet.ml▲208

    Automatically track machine learning code and experiments

    2018 · its alternatives →

20. 20
    MindsDB▲235

    In-database machine learning

    2022 · its alternatives →

21. 21
    ML5.js▲249

    Friendly machine learning for the web

    2018 · its alternatives →

22. 22
    Plexe▲273

    Build and deploy ML models in English

    Oct 2025 · plexe.ai · its alternatives →

23. 23
    Google CLOUD AUTOML▲93

    Train custom ML models with minimum effort and expertise

    2018 · its alternatives →

24. 24
    PostgresML▲106

    You know Postgres, now you know machine learning

    2023 · 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 →