Lambrakis was a champion athlete throughout his life. He held the Greek record for long jump for twenty-three years (1936–1959). He also earned several gold medals in the Balkan Games, which took place annually, featuring competitors from Greece, Albania, Yugoslavia, Bulgaria, Romania, and Turkey. He competed in the men's long jump and the men's triple jump at the 1936 Summer Olympics.