Paperspace Gradient
8.3#1 in deep learning softwareFrom $8 a monthFree planWebAPIExtensionLinux
Visit| Fact | Paperspace Gradient | Tencent Cloud Cloud Studio |
|---|---|---|
| API | Paperspace provides a documented REST API with a unified endpoint schema and improved scalability; legacy Gradient and Core endpoints were deprecated. | Cloud Studio provides APIs to create, modify, stop, and query workspaces. |
| Compute | The platform offers on-demand GPU and IPU instances, with per-second instance pricing described on its product page. | It offers CPU and GPU environments, with GPU capability up to A800. |
| Free plan | Yes | Yes |
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.
Cloud Studio suits developers who want a browser-based coding environment and teams that need workspace collaboration. Its course and assignment tools may also suit teachers managing coding instruction.