If your training runs long enough that losing a machine hurts, Nodus is the strongest RunPod alternative. It restores your latest checkpoint on a new machine when capacity is reclaimed, so cheaper interruptible GPUs can finish long jobs, and its listed NVIDIA H100 rate is below RunPod's Secure Cloud rate. Modal suits short Python jobs, CoreWeave and Together AI suit clusters bought by the node, and AWS SageMaker or Google Vertex AI suit cloud credits; RunPod stays the pick for cheap interactive pods.
We build Nodus, so read this list with that in mind. Every competitor fact below links to that company's own pricing page or docs, and the cost math is written out so you can redo it with your own rates.
How do the main RunPod alternatives compare for training?
The short version: they differ less on the hourly price than on who restarts your run when a machine disappears.
Platform Best for How you pay H100 per GPU-hour (listed) When a machine is reclaimed
RunPod Interactive pods, cheap consumer GPUs Per…