[1] Gleb was married to professional dancer Elena Samodanova, and they have a daughter, Olivia, born in November 2010.

[4] In November 2020, after 14 years of marriage, he and his wife Elena announced that they had decided to part ways.

Gleb returned as a professional for season 23, where he was partnered with singer and actress Jana Kramer.

[7] For season 24, Savchenko was partnered with singer and The Real Housewives of Beverly Hills star Erika Jayne.

[9] For season 26, Savchenko was partnered with Notre Dame women's basketball player Arike Ogunbowale.

[10] They were eliminated in the second week of competition, tying in 7th place with Kareem Abdul-Jabbar and Lindsay Arnold.

For season 29, Savchenko was paired with actress and Selling Sunset star Chrishell Stause.

[15] For season 30, Savchenko was paired with Spice Girls singer Melanie C. They finished in 11th place.

In 2015, Savchenko appeared as a professional on the ninth season of Танцы со звёздами.

In 2015, Savchenko took part in the 9th season of Russian version of “Dancing with the Stars (American TV series)” Танцы со звёздами (Россия) .

He was partnered with Russian figure skater and 2014 Winter Olympics gold medalist Adelina Sotnikova, and placed second.