Firsov was the son of Boris Nilovich Firsov (1888-1920), one of the first Russian pilots, and Olga Vladimirovna von Walden (by mother Golitsyn, 1892-1920).
He was married to the physicist Victoria Yevgenyevna Lichko (1915-2004).