Rice enrolled at Kansas shortly after graduating high school and took part in the Jayhawks' summer practices. He entered his freshman season as a reserve shooting guard. Rice made his college debut in the second game of the season against
North Dakota State, scoring 10 points on 5-of-10 shooting in a 82–59 win. Rice missed several games in December 2022 and January 2023 due to back spasms. He played in 23 of Kansas' 36 games during his freshman season and averaged 7.6 minutes of play with 2.2 points and one rebound per game. After the season, Rice entered the NCAA transfer portal. Rice ultimately transferred to NC State. After playing in nine games, he announced that he would sit out the rest of the season and utilize a redshirt. Rice later left the program. Rice enrolled at
Cape Fear Community College in August 2025. ==Career statistics==