Why is it very expensive to be a validator on Eth 2.0?

I read here. It says that the hardware requirement is basically free but the minimum stake is 32 ETH (~128k USD)

Am I missing something? Isn't it will make Ethereum much more centralized? Does decentralized staking derivatives like Rocketpool will solve this problem?