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AI · alternatives · 2026

24 alternatives to Cortex

The easiest way to build machine learning apps

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Prices are shown for the 1 we have checked on their own sites, 1 of them free or with a free tier. Cortex launched in 2020; newer entries below may have overtaken it.

  1. 1
    Cortex▲81

    Deploy, manage, and scale machine learning applications

    2019 · its alternatives →

  2. 2

    Production infrastructure for machine learning at scale - cortexlabs/cortex

    2019 · github.com · its alternatives →

  3. 3

    Production infrastructure for machine learning at scale - GitHub - cortexlabs/cortex at v0.15.1

    2020 · github.com · its alternatives →

  4. 4
    Fritz▲161

    Mobile machine learning made easy

    2018 · fritz.ai · its alternatives →

  5. 5
    Cortexfree▲306

    Turn API specs into docs, SDKs, and MCP servers

    Sep 2026 · cortexdocs.dev · its alternatives →

  6. 6
    MakeML▲274

    Train Neural Networks without a line of code

    2019 · makeml.app · its alternatives →

  7. 7
    Mage▲595

    The fastest way to build and use AI

    2022 · mage.ai · its alternatives →

  8. 8

    Machine learning made easy for developers of any skill level

    2015 · aws.amazon.com · its alternatives →

  9. 9

    Make machine learning work for you, not the other way around

    2022 · amazonasweb.ro · its alternatives →

  10. 10
    Layer AI▲124

    Metadata store for production ML

    2022 · layer.ai · its alternatives →

  11. 11

    a delightful machine learning tool that allows you to train, test, and use models without writing code - nidhaloff/igel

    2020 · github.com · its alternatives →

  12. 12BP

    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 →

  13. 13
    Nexosis▲153

    Easy way for developers to build machine learning apps

    2018 · its alternatives →

  14. 14

    The easiest way to use cloud GPUs

    2025 · tensorpool.dev · its alternatives →

  15. 15
    Uncursor▲127

    Build apps and websites with AI. On iOS, Android, & the web

    2025 · uncursor.com · its alternatives →

  16. 16

    Design and build AI architectures

    2024 · neuralhub.ai · its alternatives →

  17. 17

    Machine learning for mobile developers

    2018 · developers.google.com · its alternatives →

  18. 18
    TuneMyAI▲112

    The easiest way to build with Stable Diffusion

    2022 · tunemy.ai · its alternatives →

  19. 19

    Build LLMs powered by GPT & your own data

    2023 · its alternatives →

  20. 20
    Pi▲164

    The ML & Data Science toolkit; built for Software Engineers.

    2025 · its alternatives →

  21. 21
    Cargoship▲117

    Curated open-source AI models for web developers

    2023 · its alternatives →

  22. 22

    The fastest way to build AI apps

    2024 · writer.com · its alternatives →

  23. 23
    Cortex▲70

    Run multiple claude-code agents from YAML config

    Jan 2026 · cortex-cli.vercel.app · its alternatives →

  24. 24

    Hey everyone, ML Blocks is a node-based workflow builder to create multi-modal AI workflows without writing any code. You connect blocks that call various visual models like GPT4v, Segment Anything, Dino etc. along with basic image processing blocks like resize, invert color, blur, crop, and several others. The idea is to make it easier to deploy multi-step image processing workflows, without needing to spin up endless custom OpenCV cloud functions to glue together AI models. Usually, even if you're using cloud inference servers like Replicate, you still need to write your own image…

    2024 · mlblocks.com · its alternatives →

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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 →