Bloody Bay may refer to:

Battle of Bloody Bay, a naval battle Bloody Bay, Newfoundland and Labrador, Canada Bloody Bay Poison Frog, a species of frog in the family Dendrobatidae A village and a bay in the island of Tobago by this name. A legend states that a naval battle took place in 1666.