 After a 20-win inaugural season, Price led the Privateers to a mark of 21–9 in 1995–96, claiming the Sun Belt Conference championship with a 57–56 victory over Arkansas–Little Rock and received a bid to the NCAA Tournament where the team lost to North Carolina.In 1996–97, the Privateers posted a record of 22–7 and participated in the National Invitation Tournament.Price became the first coach to win 20 or more games in three consecutive seasons at New Orleans, while setting the Sun Belt Conference career record for winning percentage in league games (.759) and collecting a record 22 consecutive conference home wins.