Peroutka (Czech feminine: Peroutková) is a Czech surname. Notable people with the surname include:

Ferdinand Peroutka (1895–1978), Czech journalist and writer Michael Peroutka (born 1952), American politician Stephen J. Peroutka (born 1954), American neurologist and pharmacologist)