Not so much that rubber hardens, I don’t have them long enough for that. The soft rubber wears quickly, both on the pedals and especially on hot pavement, which I try to avoid.

BFG has a new compound on the TA KO3s that is claimed to wear slower so maybe it will trickle down to bike shoes.