The two words have different connotations. Rich is the state of being wealthy (unless you are talking about food) while the word riches refers to the accumulated net worth of a person.
This morning I met a dude who looked like Will Smith. His name was Carlton. I wonder if there is anybody who looks like Carlton whose name is Will Smith.