Based on my opponent's pattern, they've shown a clear preference for scissors (5/9 rounds), especially recently. They played scissors in round 9, and have chosen it in the majority of rounds. Rock is the optimal counter to scissors, and given their historical tendency, this seems like the best strategic choice for the final round.