In the short term its locking 250 million dollar eth. This is increasing current gas fee.
PoS is scaling better since the blocks creation is much much less consuming. But the need to run smart contracts on the EVM will not change. I think (maybe I am wrong) that gas fees will only go up but performance will be much better.