Alternatives

Products that do what Cortex – Open-source alternative to SageMaker for model serving does

1. 1CM
   Cortex – machine learning infrastructure for developers▲86

   2019 · github.com

2. 2CI
   Convect – Instant Serverless Deployment of ML Models▲89

   2021 · convect.ml

3. 3DL
   Deep Learning GUI to Create, Train and Visualize Models in a Browser▲216

   2019 · beta.aifiddle.io

4. 4PA
   Panini AI – A platform to serve ML/DL models at low latency▲29

   2019 · panini.ai

5. 5AR
   A realtime dashboard for Keras neural nets▲87

   2016 · tryhera.com

6. 6AF
   API for free deep learning models▲26

   2016 · openapi.keplr.io

7. 7PP
   Plait.py – a fake data modeler▲85

   2018 · github.com

8. 8MZ
   Model Zoo: Deploy your machine learning model in a single line of code▲34

   2020 · modelzoo.dev

9. 9SA
   Spice.ai – open-source, time series AI for developers▲35

   2021 · blog.spiceai.org

10. 10ZE
    ZenML, extensible open-source MLOps framework for reproducible ML▲37

    2020 · github.com

11. 11OP
    Onepanel – Production scale, Kubernetes-native vision AI platform▲30

    2020 · github.com

12. 12GW
    Goku – WASM (wllama)-powered LLM inference and model manager▲9

    Jul 2026 · userfrom1995.github.io

13. 13BA
    Backprop – a simple library to use and finetune state-of-the-art models▲5

    2021 · github.com

14. 14DT
    Dev, train and *deploy* machine learning models on Cubonacci free beta▲5

    2020 · cubonacci.com

15. 15OS
    Open sourcing nearby.lk data models library▲15

    2016 · vpj.github.io

16. 16OS
    Open-Source Desktop AI Webscraper▲9

    2023 · github.com

17. 17OS
    Open-source AI copilot with RSCs and in-built analytics▲6

    2024 · vercel.com

18. 18OC
    OpenAI Codex for Free with GitHub Models▲7

    2025 · gist.github.com

19. 19AG
    A GUI for OpenAI's GPT-2 774M model▲11

    2019 · storyai.botsociety.io

20. 20AO
    An Open Source Deep Learning/Machine Learning Stack on Kubernetes▲12

    2018 · polyaxon.com

21. 21OS
    Open-Source AI Forms Using Generative UI▲5

    2024 · github.com

22. 22EV
    Efemarai – Visualizing and debugging ML models▲8

    2021 · efemarai.com

23. 23AN
    A Node Editor for LLMs with Semantic Kernel▲8

    2023 · docs.anyassistant.ai

24. 24ST
    Sagify - Train and deploy ML/DL models on AWS SageMaker made simple▲5

    2018 · github.com

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