In October 2001, Khorkina competed at the World Championships in Ghent, Belgium. She helped the Russian team win the silver medal and individually she won the all around final with a score of 37.617. In event finals, she placed first on vault scoring 9.412, first on uneven bars scoring 9.437, and third on floor scoring 9.375. In April 2002, Khorkina competed at the European Championships in Patras, Greece. She helped Russia win the first place in the team competition and individually she won the all around competition with a score of 37.592. In event finals, she placed first on uneven bars scoring 9.550, second on balance beam scoring 9.262, and fifth on floor scoring 9.075. In November 2002, Khorkina competed at the World Championships in Debrecen, Hungary. She placed seventh on uneven bars scoring 7.387 and fourth on balance beam scoring 9.462.