"They are totally hot for each other," a source told the magazine.
"He's excited to be dating her!" another insider said.
Cavill, 30, is the star of the Superman blockbuster "Man of Steel."
Cuoco, 27, is a cast member of the sitcom "The Big Bang Theory."