Comment by beemanners

Generally, at any scale over ~500 computers that run continuously, investing in private infrastructure is going to be 1/2 to 1/5 the cost of public cloud, including people costs. The real levers for improving engineering spend are around complexity of your actual serving software, which doesn't depend on / isn't really influenced by who you buy your computers from.