After the outbreak of the Boshin War from January 27, 1868 onwards, Saitō, under the name , took part in Shinsengumi's fight during the Battle of Toba–Fushimi and the Battle of Kōshū-Katsunuma, before withdrawing with the surviving members to Edo and later to the Aizu domain.