Udinese started off the 2012–13 Serie A season in mixed form, with seven draws and three losses in their first thirteen games. However, starting in December the team began to pick up wins more frequently, concurrent with Di Natale finding the net on a regular basis. After a period of balancing wins with losses, the team went on a phenomenal eight game winning streak to end the season, with Luis Muriel emerging as a key player. Like the 2011–12 season, Di Natale again finished with 23 goals, becoming the first player since Gabriel Batistuta, of Fiorentina, to score 20 or more goals in four or more consecutive seasons.