On-Demand

On-Demand GPUs to scale your AI training instantly

Deploy across thousands of GPUs in minutes with simple YAML files. No code changes required.

Quick Setup

Up & running in minutes,
zero code changes

Deploy AI workloads at scale across any cloud provider with a simple YAML file - no code changes, no complex networking setup, no hassle
Switch clouds anytime.
Deploy to any cloud provider with a single YAML file - easily switch providers without changing workflow
Get visibility across your AI infrastructure.
Get real-time visibility into GPU usage and costs to make smarter infrastructure decisions
Scale with multi-node training across cloud providers.
Train large models with true multi-node capability — high-bandwidth networking across clouds, zero setup time.
Any ML Frameworks
Run across frameworks like PyTorch, HuggingFace, Jax, Ray, and more.
Cloud Agnostic
Works across multiple cloud providers without additional setup
Scale Up Temporarily
Scale up for large model training, then scale down when you're done.
On-Demand Pricing

Only pay when your code is running

Break free from annual contracts and expensive idle GPU time with a flexible on-demand pricing that charges only when your training runs
Train Larger Models Without Lock-in
Scale past thousands of GPUs instantly when you need them without year-long commitments
Only Pay For Active Training Time
Zero costs when GPUs are idle, only pay when training runs
Maximize ROI on AI Development
Get 8x more GPU power at a fraction of reserved instance costs
Not sure which to pick? Chat with our team to discuss benefits between On-Demand vs Reserved options.
Features

GPU Power Without The Commitment

Access massive GPU clusters on demand, deploy in minutes without code changes
Simple Job Submission
Submit and manage workloads with simple YAML files. No code changes needed.
Cross-Cloud Access
Run workloads across any major cloud provider while maintaining the same interface.
Fault Recovery
Automatic health checks and fault detection keep your training jobs running with instant recovery
Performance Metrics
Monitor your workloads with real-time dashboards and advanced utilization tracking to optimize your GPU usage
Ready to scale your AI training? Get enterprise-grade GPU infrastructure up and running in 20 minutes.