Beam vs GMI Cloud

Only charged when your code runs, no charges for cold starts or server spin-up

Ultrafast boot times with advanced container optimization

Run untrusted code safely in isolated environments for AI agents and code interpreters

Pause and resume sessions while maintaining filesystem, memory, and running processes

Scale to zero when idle, burst to thousands of containers in seconds

Bring your own Docker images for full environment control

GB200 NVL72, GB200 NVL4 and HGX B300 systems available alongside H100/H200

Managed inference platform that runs models on top of the underlying GPU fleet

Both hourly on-demand and longer-term private cloud reservations are published