Drummond finished with 20 points for Harpursville (4-0, 3-0), which received 21 points from Savannah Murray and 10 from Esperanza Gutierrez.
Kaitlyn Gorton’s 17 points paced the Trojans, who faced a 38-11 halftime deficit.
The Hornets will host the Harpursville Tournament on Thursday and Friday. They open against Oxford at 2:45 p.m., following the 1 p.m. opener between Afton and Gilbertsville-Mount Upton.
The consolation game is slated for 1 p.m. Friday, with the championship game to follow at 2:45 p.m.