Terry Allen scored 20, while ShawnDre' Jones had 15 points.
Richmond travels out to Las Vegas this week for the two marquee games of the Continental Tire Las Vegas Invitational.
Allen tallied a double-double on his way to 1,000 career points.
The Spiders look to win their third game in a row on Saturday against Bethune-Cookman.
Jesse Pistokache is a freshman on the men's basketball team.
Davis scored a career-high 17 points and had four steals in the Spider win.
The athletics department will host a Basketball and Brews event, presented by Setliff and Holland, prior the December 5th contest versus Northern Iowa.
Richmond plays its first road game of the season at Wake Forest on Wednesday night.
Former Richmond player Justin Harper has landed a spot on the roster of the Los Angeles D-Fenders of the NBA Development League.
T. J. Cline's career-high 27 points leads the Spiders to their first 100-plus point game since 2012. ShawnDre' Jones, Marshall Wood, and Terry Allen also score in double figures in the 108-85 victory.
Terry Allen tied a career high with 27 points.
The Spiders open the season on Friday night against JMU at 7 p.m.