Atalanta were under pressure for long periods, but poor defending by Torino allowed Roberto Piccoli to snatch a stoppage-time winner.
Simone Inzaghi joined Lazio in 1999 as a player and won one Serie A and three Coppa Italia titles before retiring in 2010.