Abaunza is a Basque surname. Notable people with the surname include:
Bayardo Abaunza, American soccer player Héctor Abaunza (born 1938), Mexican fencer Justo Abaunza (1778–1872), Nicaraguan politician Lila T. Abaunza (1929–2008), First Lady of Nicaragua Manuel Abaunza (born 1941), American soccer player