Finally, after seven years of playing in the country, Radović won his first Ekstraklasa title in the 2012–13 season. He also led the club to the second league title in a row while scoring 14 league goals in the 2013–14 season. On 16 July 2014, Radović scored a 90th minute equalizer in a 1–1 draw with St Patrick's Athletic in the first leg of the UEFA Champions League second qualifying round. He subsequently netted a brace in a 5–0 return leg victory. On 30 July 2014, Radović was the scorer of two goals in his team's 4–1 win over Celtic. However, the club was eliminated in the third qualifying round following a 0–3 forfeit loss at Celtic Park.