It got its own stadium in 1935, and the first match at the new stadium was played on 18 August 1935, against local rivals Slavija, which was won by 1–0 and the first goal scored Jeremija Nikolić. At that time the club had also a number of international matches. Radnički was in the prewar years of the World War II host of teams like Olympique Marseille, Ferencváros and Honvéd Budapest, Rapid Wien and some others.
In 1935, it acquired its own stadium, and the first match at this new venue was played against Slavija on August 18, 1935. Radnički won by a score of 1–0, with Jeremija Nikolić scoring the first goal. The club also participated in international matches during that period. During prewar years of World War II, Radnički hosted various teams including Olympique Marseille, Ferencváros, Honvéd Budapest, Rapid Wien, and others.