[Nextgrid]

If you have a constant baseline need for compute, just buy GPUs and run them in a colo or on-prem in your office (if power/cooling allows). If your workloads work on consumer hardware you can use consumer GPUs. Use on-demand cloud vendors only for peak/extra capacity.