In practice PoW is pretty centralized also. Most of the mining is done by those who have the capital to set up massive ASIC/GPU farms.
Source : Mined Monero on an R9 290X until a few months ago.
[1] https://github.com/tevador/RandomX/blob/master/doc/design.md
Since then the PoW is RandomX which heavily favors CPUs. I'm 99% sure there is no GPU in existence that can profitably mine Monero since then, assuming your electricity isn't free.