# Deployments Features

Paperspace Deployments are containers-as-a-service that allow you to run container images and serve machine learning models using a high-performance, low-latency service with a RESTful API.

Gradient Deployments are containers-as-a-service which let you deploy your machine learning model as an API endpoint.

With Deployments, you can:

- Train a model using pre-configured templates and sample projects.
- Schedule jobs, provision resources, and manage clusters with managing the servers.
- Scale up training with GPUs with no runtime limits.
- Automatically tag and version your models and compare performance over time.
- Collaborate with teams and leverage publicly-available projects.