Glebova appeared at her first World Junior Championships in 2004 and debuted at the European and World Championships in 2005. In 2006, she competed at the 2006 Winter Olympics in Turin, Italy, finishing 28th. In 2007, she achieved her best World Junior result, sixth in Oberstdorf. In 2010, she placed 21st at the Vancouver Olympics.