The first major success the club has achieved during the 1980s of the 20th century when they have won second place in the Yugoslav Second Division.

After the breakup of Yugoslavia, the club has achieved inferior results to qualify for the 1st B National League where he for played 3 seasons.

In season 2006/07 the club wins second place in the national championship and qualifies for the CEV Cup.

The same season the club qualifies for the final tournament of the Serbian National Cup, for the first time in his history.

Finally, in season 2008/09 in Jezero Hall in front of around 4.200 spectators, Radnički beats Vojvodina in Play-Offs game 5 and wins the National Championship.