TPS, validators and Eth “killer”

Correct me If I am wrong: High TPS requires high-end validator machine which discourages average stakers like us. Does it mean chains that boast of lightning-fast and cheap TPS like Solana are bound to be more centralized in the long run?

Where do these newbie chains compromise to achieve faster and cheaper transactions?