So many names, one great taste. Egg in a Hole is one of my family's favorite breakfast meals. It goes by so many different names; Egg in a Hole, Eggs in a Basket, Toad in a Hole, Frog in Toast, etc. What do you call it? Plain eggs and toast can be a little boring.