During a group stage match against Chile at the 2017 World Championship Stevanović scored from his goal post to an empty goal. He played a vital role in the quarter final match against Spain getting some crucial saves. Croatia finished in fourth place losing to Slovenia in the third place match. Stevanović had 47 saves at the end of the tournament with 31%.