At the 2008 Summer Olympics in Beijing, Drybulska made her second appearance in the women's marathon, along with her compatriot Dorota Gruca. Unlike her previous Olympics, Drybulska successfully finished the race in twenty-fourth place by one second behind world-record holder Paula Radcliffe of Great Britain, with her seasonal best time of 2:32:39.