Olga's siblings were Grand Duchesses Tatiana, Maria, Anastasia, and Tsarevich Alexei of Russia.
"The eldest, Olga Nicolaevna, possessed a remarkably quick brain", recalled her Swiss tutor, Pierre Gilliard.