JupyterHub
7.3#43 in coding playgroundsFree planFree planWebAPILinuxSelf-hosted
VisitJupyterHub vs Paperspace Gradient
Paperspace Gradient
8.3#1 in deep learning softwareFrom $8 a monthFree planWebAPIExtensionLinux
VisitWhat both publish
| Fact | JupyterHub | Paperspace Gradient |
|---|---|---|
| API | JupyterHub provides a REST API for administration of the Hub, its users, and services. | Paperspace provides a documented REST API with a unified endpoint schema and improved scalability; legacy Gradient and Core endpoints were deprecated. |
| Free plan | Yes | Yes |
| Purpose | JupyterHub gives groups access to computational environments and resources without requiring each user to handle installation and maintenance. | Gradient is a machine learning platform for developing, tracking, and collaborating on machine learning models. |
JupyterHub plans
- JupyterHubFree
Paperspace Gradient plans
- Free (Individual)Free
- Pro (Individual)$8 a month
- Growth (Individual)$39 a month
- Free (Team)Free
- Pro (Team)$12 a month
- Growth (Team)$39 a month
Pick JupyterHub if…
JupyterHub suits classrooms, research groups, companies, and teams that need shared computational environments with separate user workspaces. Organizations can choose a small single-server setup or a Kubernetes deployment for a larger cloud environment.
Pick Paperspace Gradient if…
Gradient is aimed at people and teams developing or serving machine learning models, including engineers, data scientists, researchers, and startups. Its browser notebooks, collaboration features, and deployment endpoints support different stages of model work.