Does aristocrat mean the same the as wealthy?

No, "aristocrat" and "wealthy" do not mean the same thing. An aristocrat refers specifically to a member of the aristocracy, a class of people who hold hereditary titles or privileges, often associated with nobility. While aristocrats are typically wealthy, not all wealthy individuals are aristocrats, as wealth can be acquired through various means without any noble lineage.