As of February 2007, Matveyeva leads the women's sprint category in the 2006–2007 Cross country skiing World Cup going into the FIS Nordic World Ski Championships 2007 in Sapporo, Japan, despite never having won a World Cup event. Her best placing in individual World Cup meets is second-place, which she achieved in the 2006 Changchun and Düsseldorf meets. She competed in the 2006 Winter Olympics in Turin, finishing 30th in the individual sprint.