Beam vs Nebius

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

Memory snapshots and GPU checkpoint restore bring containers back in seconds, which Beam reports as up to 35x faster than a traditional cold boot

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, including running the Docker daemon inside containers

Published on-demand rates for extensive NVIDIA GPU lineup including latest Blackwell models

Long-term commitments can cut on-demand rates by up to 35%

Multi-GPU HGX B300/B200/H200/H100 nodes with per-GPU table pricing

Cost-effective preemptible GPU pricing for fault-tolerant workloads

Support for both credit card and bank transfer payment methods

Launch and manage AI Cloud resources directly from the Nebius console