AI · alternatives · 2026

24 alternatives to Cortex

Deploy, manage, and scale machine learning applications

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Cortex launched in 2019; newer entries below may have overtaken it.

1
Cortex – machine learning infrastructure for developers▲86
Production infrastructure for machine learning at scale - cortexlabs/cortex
2019 · github.com · its alternatives →
2
Cortex – Open-source alternative to SageMaker for model serving▲65
Production infrastructure for machine learning at scale - GitHub - cortexlabs/cortex at v0.15.1
2020 · github.com · its alternatives →
3
Cortex▲15
The easiest way to build machine learning apps
2020 · github.com · its alternatives →
4
KeaML Deployments▲96
Deploy machine learning models with one line of code
2023 · keaml.com · its alternatives →
5
TensorPort▲143
Help teams apply machine learning to real-world applications
2017 · its alternatives →
6
Layer AI▲124
Metadata store for production ML
2022 · layer.ai · its alternatives →
7
Inferless▲749
Deploy any machine learning models in minutes
2025 · inferless.com · its alternatives →
8
Machine Box▲94
Run, deploy & scale state of the art machine learning tech
2017 · machinebox.io · its alternatives →
9
Bodywork▲58
Deploy machine learning into production 🚀
2021 · its alternatives →
10
Paperspace for Machine Learning▲152
A Linux desktop in the cloud built for Machine Learning
2016 · its alternatives →
11PN
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 →
12
Deep Learning Platform (DLP)▲106
Software for DL application development without coding.
2018 · ai-dlp.com · its alternatives →
13
Prisma Labs▲404
Build more Intelligent apps with the power of deep learning
2017 · prisma-ai.com · its alternatives →
14
ML Showcase▲214
A curated collection of machine learning projects
2017 · its alternatives →
15
Machine learning automation from creating to using models in production▲72
a delightful machine learning tool that allows you to train, test, and use models without writing code - GitHub - nidhaloff/igel at v0.4.0
2021 · github.com · its alternatives →
16
DVC Studio▲95
Machine Learning Experiments based on Git
2021 · studio.datachain.ai · its alternatives →
17
SciPhi▲255
One-click RAG deployment for developers
2024 · its alternatives →
18
iko.ai▲76
Train, track, deploy, & monitor your machine learning models
2021 · its alternatives →
19
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 →
20
Dockerized GPU Deep Learning Solution (Code and Blog and TensorFlow Demo)▲80
An on-premises, bare-metal solution for deploying GPU-powered applications in containers - emergingstack/es-dev-stack
2016 · github.com · its alternatives →
21
Weights & Biases▲110
Developer tools for deep learning & machine learning
2019 · wandb.ai · its alternatives →
22
Algorithmia▲154
Automate DevOps for AI/ML with the AI Layer
2014 · datarobot.com · its alternatives →
23
Continuous Machine Learning – CI/CD for Machine Learning Projects▲171
Bring DevOps practices to your projects for automatic, reproducible, and fast machine learning.
2020 · cml.dev · its alternatives →
24
Cargoship▲117
Curated open-source AI models for web developers
2023 · its alternatives →

Also compare

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 →