AI · alternatives · 2026

24 alternatives to Spell Model Serving

Deploy, Track, and Monitor Machine Learning Models

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Spell Model Serving launched in 2020; newer entries below may have overtaken it.

1. 1
   Inferless▲749

   Deploy any machine learning models in minutes

   2025 · inferless.com · its alternatives →

2. 2
   iko.ai▲76

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

   2021 · its alternatives →

3. 3
   Plexe▲273

   Build and deploy ML models in English

   2025 · plexe.ai · its alternatives →

4. 4
   KeaML Deployments▲96

   Deploy machine learning models with one line of code

   2023 · keaml.com · its alternatives →

5. 5
   Bodywork▲58

   Deploy machine learning into production 🚀

   2021 · its alternatives →

6. 6
   Cortex▲81

   Deploy, manage, and scale machine learning applications

   2019 · its alternatives →

7. 7CP
   Curated, Pre-trained ML Models for Transfer Learning▲324

   2018 · modeldepot.io · its alternatives →

8. 8
   Spell▲212

   Deep Learning and AI accessible to everyone

   2019 · its alternatives →

9. 9
   Deploy ML Models on a Budget▲117

   Deploy a ML inference service on a budget in less than 10 lines of code. - ebhy/budgetml

   2021 · github.com · its alternatives →

10. 10
    UbiOps▲111

    AI Model Serving & Orchestration

    2024 · ubiops.com · its alternatives →

11. 11
    I trained a deep learning model to build sites for me▲397

    2019 · zecoda.com · its alternatives →

12. 12
    Model Zoo▲74

    Deploy your machine learning model in a single line of code.

    2020 · its alternatives →

13. 13
    Truss – Serve any ML model without boilerplate code▲68

    The simplest way to serve AI/ML models in production - basetenlabs/truss

    2022 · github.com · its alternatives →

14. 14
    Seldon Deploy Advanced▲64

    Industry leading MLOps platform for enterprises

    2022 · seldon.io · its alternatives →

15. 15
    Banana▲235

    Serverless GPUs for Machine Learning inference

    2022 · banana.dev · its alternatives →

16. 16CI
    Convect – Instant Serverless Deployment of ML Models▲89

    2021 · convect.ml · its alternatives →

17. 17
    Cargoship▲117

    Curated open-source AI models for web developers

    2023 · its alternatives →

18. 18MZ
    Model Zoo: Deploy your machine learning model in a single line of code▲34

    Informasi Akurat, Berita Terupdate – Hanya di Sini

    2020 · modelzoo.dev · its alternatives →

19. 19
    Algorithmia▲154

    Automate DevOps for AI/ML with the AI Layer

    2014 · datarobot.com · its alternatives →

20. 20
    Machine Box▲94

    Run, deploy & scale state of the art machine learning tech

    2017 · machinebox.io · its alternatives →

21. 21
    Spell + Weights & Biases▲84

    Accelerating deep learning experimentation

    2019 · its alternatives →

22. 22
    Layer AI▲124

    Metadata store for production ML

    2022 · layer.ai · its alternatives →

23. 23DM
    Deploy Machine Learning Models with Django▲6

    Deploy Machine Learning models with Django

    2019 · deploymachinelearning.com · its alternatives →

24. 24DA
    Deploy and Retrain Cutting Edge ML Image Recognition via REST API▲13

    2018 · modeldepot.io · 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 →