I didn’t have many action figures, but that’s because my parents knew I’d stop playing with them pretty quickly, so they stuck to LEGO. They saw that was a year round interest.
As an adult I’ve bought a couple toys from flea markets and garage sales. Nothing expensive or rare, just a couple I liked as a kid.