Leopold Township is one of seven townships in Perry County, Indiana, United States.

As of the 2020 census, its population was 717 and it contained 317 housing units.

[3] According to the 2010 census, the township has a total area of 32.37 square miles (83.8 km2), of which 32.11 square miles (83.2 km2) (or 99.20%) is land and 0.26 square miles (0.67 km2) (or 0.80%) is water.

[4] (This list is based on USGS data and may include former settlements.)

The township contains these five cemeteries: Frakes, Lanman, Rennie, Rhodes and Saint Johns.