Martelli came to the fore and was noticed by executives of Torino, whom signed him in 1946. With 72 appearances and 10 goals, he contributed to the conquest of three Serie A titles of the "Grande Torino" in 1947, 1948 and 1949. Valentino Mazzola advised him always to be more "aggressive".