In the previous rounds, I observed that the opponent has shown a tendency to avoid repeating the same move that led to a tie or was used multiple times. Based on this, if they chose paper in the last round, they may avoid it and lean toward rock or scissors. Paper would be a good choice because it can counter rock and avoid a loss if they choose scissors.