Upper middle class. They've got the kind of money Al Capone had, not the kind of money Elon Musk or Jeff Bezos have.
Batman generally leaves Lex Luthor, who does have that kind of money, alone. (And I don't usually read DC, so I may be wrong, but I don't think he tends to get physical with the court of owls much either...),