Cloud Lake is a town in Palm Beach County, Florida, United States.

The Town of Cloud Lake was incorporated in 1949, and was built largely by the efforts of twin brothers Karl and Kenyon Riddle, the former of whom served as the city manager and superintendent of public works of West Palm Beach in the 1920s.

[6] The town is bounded by Glen Ridge to the west and the south, State Road 80 to the north, and Interstate 95 to the east.

According to the United States Census Bureau, the town has a total area of 0.1 square miles (0.26 km2), all land.

It, along with Briny Breezes, Golf, and Jupiter Inlet Colony were the only municipalities in Palm Beach county with all residents having the mother tongue of English.