Some are definitely very complicated. We have a few we have purchased and started to learn the rules and given up.
Big games in this house are: taco, cat, goat, cheese, pizza, slapwich, ticket to ride, all versions of settlers of catan, terra mystica (one of the more complicated ones but good...