# Paperspace

Paperspace is a cloud-based machine learning platform that offers GPU-powered virtual machines and a Kubernetes-based container service.

## Products

Paperspace offers Notebooks, Deployments, Workflows, and Machines for developing, training, and deploying AI applications.

[Notebooks](https://docs.digitalocean.com/products/paperspace/notebooks/index.html.md): Notebooks are a web-based Jupyter IDE with shared persistent storage for long-term development and inter-notebook collaboration, backed by accelerated machines.

[Deployments](https://docs.digitalocean.com/products/paperspace/deployments/index.html.md): Deployments are containers-as-a-service that let you run container images and serve machine learning models.

[Workflows](https://docs.digitalocean.com/products/paperspace/workflows/index.html.md): Workflows automate machine learning tasks, combining GPU instances with an expressive syntax to generate production-ready machine learning pipelines with a few lines of code.

[Machines](https://docs.digitalocean.com/products/paperspace/machines/index.html.md): Machines are Linux and Windows virtual machines with persistent storage, GPU options, and free unlimited bandwidth. They’re designed for high-performance computing (HPC) workloads.

## Developer Tools

[Paperspace API Keys](https://docs.digitalocean.com/reference/paperspace/api-keys/index.html.md): API keys let you interact with Paperspace through the Core RESTful API, the Core Javascript SDK, and Gradient command-line utility (CLI). API Keys have team-scoped permissions and are associated with your user account.

[Paperspace API Reference](https://docs.digitalocean.com/reference/paperspace/api-reference/index.html.md): Programmatically manage Paperspace resources using conventional HTTP requests.

[Paperspace CLI Reference](https://docs.digitalocean.com/reference/paperspace/pspace/index.html.md): Install and use the new Paperspace Command Line Interface.

[Paperspace Legacy Tools Reference](https://docs.digitalocean.com/reference/paperspace/legacy/index.html.md): Documentation for the legacy Paperspace CLI and API, including example requests and available parameters.

## Paperspace Resources

[Register for Paperspace](https://console.paperspace.com/signup): Create a Paperspace account.

[ML Showcase](https://ml-showcase.paperspace.com): Curated list of interactive ML sample projects.

[Paperspace Community](http://community.paperspace.com): View and post questions.

[Paperspace Accounts and Teams](https://docs.digitalocean.com/products/paperspace/accounts-and-teams/index.html.md): Paperspace personal accounts provide each user with a private workspace that has a unique namespace. Teams let you collaborate with others.

[Paperspace Pricing](https://docs.digitalocean.com/products/paperspace/pricing/index.html.md): Billing and pricing information for Paperspace Machines, storage, networking, and Gradient Subscription Plans.

## Latest Updates

### 14 January 2026

- Paperspace support emails now use the `digitalocean.com` domain. Add `digitalocean.com` to your email allowlist and reply only to emails from `digitalocean.com`. Use the existing [Paperspace Support form](https://docs.digitalocean.com/support/paperspace/index.html.md) to open new Paperspace support tickets.

### 1 July 2024

- We have deprecated Windows-based templates, so they are unavailable for new Paperspace users. Users who joined Paperspace prior to 1 July 2024 can still start, create, and manage Windows-based template machines. We continue to support Windows streaming updates for existing users.
- Paperspace NVIDIA GRID machines are now retired and therefore unavailable for new and existing Paperspace users. NVIDIA GRID machine types are Air, Standard, Advanced, Pro, ProL, and ProXL.

### 15 May 2024

- A [new API](https://docs.digitalocean.com/reference/paperspace/api-reference/index.html.md) for managing Paperspace resources is now available. The API provides:

  - A unified and predictable endpoint schema
  - Improved performance and scalability
  - Documented support for API endpoints

  We have deprecated the legacy Gradient and Core API endpoints, so they are now unavailable for Paperspace users. Applications must use the new API to retain functionality. You can [submit a support ticket](https://docs.digitalocean.com/support/paperspace/index.html.md#open-a-ticket) for questions or assistance.

For more information, see [the full release notes](https://docs.digitalocean.com/release-notes/).