Pystynen is a surname. Notable people with the name include:

Aulis Pystynen (1928–1996), Finnish middle-distance runner Erkki Pystynen (born 1929), Finnish professor and politician Paavo Pystynen (1932–2021), Finnish long-distance runner Ville Pystynen, Finnish musician