We usually use the phrase fame and fortune as a single idea. They take a singular adjective and a singular verb.
Steak and fried chicken are my favorite dinners.
Macaroni and cheese is my favorite side dish.
Rock and roll is here to stay.
Rap and hip-hop are making me sick.
If you say "Fame and fortune have their price" you would have to say "prices"