Averchenko is a gender-neutral Slavic surname. Notable people with the surname include:

Arkady Averchenko (1881–1925), Russian playwright and satirist Evgeniy Averchenko (born 1982), Kazakh footballer Jordan Averchenko (born 1993), British guitarist, multi instrumentalist.