Gralla is the Germanized form of the Polish surname Grala. Notable people with the surname include:
- Arthur R. Gralla (1913–1998), American sailor
- Dina Gralla (1905–1994), German actress
- Marcin Gralla (born 1980), Polish skater
- Richard Gralla (born 1948), American oncologist