Buying the GPU lets you amortize cost over years, probably 20-30 models of this size, at least. Probably better to use cost over time as a unit.

If an A100 costs $15k and is useful for 3 years, that’s $5k/year, $425/mo. 2048 A100’s cost $870k for a month.