Elgueta is a Spanish surname. Notable people with the surname include:
Humberto Elgueta (1904–1976), Chilean footballer Jorge Elgueta (born 1969), Argentine volleyball player and coach Sergio Elgueta (1933–2025), Chilean politician
See also Elgeta (), a town in the Spanish province of Gipuzkoa, Basque Country