Khorkin or Horkin () is a Russian masculine surname, its feminine counterpart is Khorkina or Horkina. Notable people with the surname include:
Dmitry Khorkin (born 1986), Ukrainian radio and television host Kevin Horkin, British businessman, journalist and TV presenter Svetlana Khorkina (born 1979), Russian artistic gymnast