It costs less to stake, but it pays less too. Ethereum's staking rewards are an order of magnitude lower than its mining rewards.
My claim was that the lower ongoing expense of staking is compensated by lower rewards, so that both systems have similar profit for similar capital outlay. In setups where mining expense is almost zero, the higher rewards of mining give it much more seignorage than proof of stake.