The 2006-07 campaign saw Los Bermellones secure a steady 12th-place finish in La Liga, providing a solid mid-table anchor in a season defined by the dramatic title race at the very top of the table. Under the consistent leadership of manager Gregorio Manzano, the team was powered by the attacking flair of its twin talismans: the Venezuelan star Juan Arango and the Serbian winger Boško Janković. Both players finished as the club's joint top league scorers, each grabbing 9 crucial goals, with Arango notably scoring a spectacular strike on the first day of the season. Their combined efforts delivered a respectable position for the club, showcasing moments of individual brilliance that kept the faithful at the Son Moix Stadium entertained throughout the campaign.