Following the liberation of the country after World War II, the league structure changed by allowing only district level teams to compete in the top two divisions.

[3] They were only relegated on the first attempt,[4] with Alfred Ferko succeeding Hysen Dedja and Petrit Haxhia as first team coach during the season.

[5] Under head coach Gugash Magani, they finished top of Group B during the regular season and qualified for the Promotion Round, where they also finished top, securing their place in the championship final held on 21 May 2021 against the winners of Group A, Dinamo Tirana, where they won 1–0 through a stoppage-time winner from Ndriçim Shtubina.

[6][7][8] The club has played at the existing site of Egnatia Arena, since the team's foundation, the capacity of which was around 1,200, with one small main stand locate to the south.

The club was also looking to secure land near the city of Rrogozhinë to build a new training complex in order to move from their existing ground in Lekaj.