Paperspace
Paperspace (by DigitalOcean) offers dedicated GPUs including H100/HGX H100 and A100 with managed notebooks and workflows.
Key Features
- Gradient Notebooks
- Interactive Jupyter notebooks with a free tier, pre-configured templates, and access to powerful GPUs.
- Gradient Deployments
- Serve machine learning models as scalable API endpoints.
- Core Machines
- High-performance virtual machines with a wide variety of NVIDIA GPUs for demanding workloads.
- Team Collaboration
- Features for teams to collaborate on projects, including shared drives and SSO.
- Persistent Storage
- Offers persistent storage that can be shared across different machines and notebooks.
- API and CLI
- Programmatic access to the Paperspace platform to automate workflows.
Provider Comparison
Advantages
- User-friendly interface and easy to get started
- Wide range of NVIDIA GPU options
- Free GPU and CPU plans for notebooks
- Pay-per-second billing model
- Comprehensive MLOps platform (Gradient)
- Strong community forum and extensive documentation
Limitations
- Limited data center regions (US and Europe)
- Some user reports of inconsistent customer support
- Availability of high-end multi-GPU instances can be limited
- The platform is undergoing changes after being acquired by DigitalOcean
Available GPUs
GPU Modelโ | Memory | Hourly Price |
|---|---|---|
A100 SXM | 80GB | $1.15/hr |
A40 | 48GB | $0.80/hr |
H100 | 80GB | $2.24/hr |
RTX A4000 | 16GB | $0.76/hr |
RTX A5000 | 24GB | $1.38/hr |
RTX A6000 | 48GB | $1.89/hr |
Tesla V100 | 32GB | $2.30/hr |
Compute Services
Core GPU Instances
Virtual machines with a wide range of NVIDIA GPUs for various workloads.
Gradient Notebooks
Managed Jupyter notebooks for interactive development and experimentation.
Features
- Free CPU and GPU tiers
- 1-click launch with pre-configured templates
- Persistent storage for your projects
- Collaboration features for teams
Gradient Deployments
A serverless product for deploying trained models as REST APIs.
Features
- Scalable and managed infrastructure
- Integration with Gradient Notebooks and Workflows
- Real-time monitoring of deployed models
Dedicated GPUs
Onโdemand GPU VMs and notebooks with flexible pricing.
Pricing Options
| Option | Details |
|---|
Getting Started
Create an Account
Sign up for a Paperspace account. You can start with a free plan.
Choose a Product
Select the product that best fits your needs, such as Gradient Notebooks for interactive development or Core Machines for more control.
Select a Template and Machine
Choose a pre-configured template for your desired framework and select a GPU or CPU instance.
Start Working
Launch your machine or notebook and begin building, training, or deploying your AI applications.