AI · alternatives · 2026

24 alternatives to Amazon SageMaker

Build, train, and deploy machine learning models at scale

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Amazon SageMaker launched in 2017; newer entries below may have overtaken it.

1. 1CO
   Cortex – Open-source alternative to SageMaker for model serving▲65

   2020 · github.com · its alternatives →

2. 2
   MuleRun▲613

   Raise an AI that actually learns how you work

   Mar 2026 · mulerun.com · its alternatives →

3. 3
   Amazon Machine Learning ▲211

   Machine learning made easy for developers of any skill level

   2015 · its alternatives →

4. 4ST
   Sagify - Train and deploy ML/DL models on AWS SageMaker made simple▲5

   2018 · github.com · its alternatives →

5. 5IT
   I trained a deep learning model to build sites for me▲397

   2019 · zecoda.com · its alternatives →

6. 6
   MakeLanding▲414

   Build a website in seconds with AI

   2023 · its alternatives →

7. 7
   BuilderKit▲647

   Build and ship AI tools super fast

   2024 · builderkit.ai · its alternatives →

8. 8
   Mage▲594

   The fastest way to build and use AI

   2022 · its alternatives →

9. 9
   Sage Marketer (Beta)▲129

   Data-driven AI content creation

   2024 · sage-marketer.com · its alternatives →

10. 10
    Sage▲111

    Your all-in-one AI generative platform

    2023 · its alternatives →

11. 11DM
    Deploy ML Models on a Budget▲117

    2021 · github.com · its alternatives →

12. 12ML
    Machine learning automation from creating to using models in production▲72

    2021 · github.com · its alternatives →

13. 13
    iko.ai▲76

    Train, track, deploy, & monitor your machine learning models

    2021 · its alternatives →

14. 14
    Your eCom Agent▲94

    Build better Amazon products With AI

    2024 · yourecomagent.com · its alternatives →

15. 15TS
    The Sage Programming Language▲114

    Sage is a Rust-like programming language built on a brainfuck-inspired VM with LLVM-like properties. https://github.com/adam-mcdaniel/sage Check out the web-demo to run the compiler in the browser, along with a graphical example using JavaScript interop! https://adam-mcdaniel.net/sage Sage is designed to be portable, but also useful. To prove its usefulness, I used it to implement a user-space for a new operating system: SageOS https://github.com/adam-mcdaniel/sage-os The language also runs on embedded devices, like the flipper zero!

    2024 · github.com · its alternatives →

16. 16
    Guidemaker▲184

    Free How-to Guide & SOP Creator

    2025 · guidemaker.com · its alternatives →

17. 17
    Amazon Q Developer▲257

    Amazon's answer to Github copilot

    2024 · aboutamazon.com · its alternatives →

18. 18
    Layer AI▲124

    Metadata store for production ML

    2022 · its alternatives →

19. 19IB
    I built an AI dataset generator▲169

    2025 · github.com · its alternatives →

20. 20
    ZenML▲84

    Create reproducible machine learning pipelines

    2020 · its alternatives →

21. 21
    DataMacaw▲67

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

    2022 · its alternatives →

22. 22
    Runway▲148

    Machine learning for creators. Train custom AI models.

    2020 · its alternatives →

23. 23BP
    Build predictive models with no prior ML experience▲70

    TLDR: Product developers need tools designed for them to build ML models. We’d love for you to try a demo of Mage without needing to sign up: https://www.mage.ai/onboarding My name is Tommy DANGerous (or Tommy Dang) and I’m the CEO and co-founder at Mage. I worked at Airbnb for over 5 years as a product developer building features for guests. Mage is a web-based tool for building, training, and deploying ML models that make predictions based off your data. Training and using ML models in production typically requires working knowledge of building data pipelines, algorithms,…

    2022 · its alternatives →

24. 24
    TuneMyAI▲112

    The easiest way to build with Stable Diffusion

    2022 · 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 →