Most friends and family don’t treat the trivia whiz any differently, but learned just how hard it is to play along at home.

Bryce Wargin, from Kansas City, Missouri, has a three-day total of $59,400. He returned for his fourth game to defend his title against challengers Mary Walheim, from Berwyn, Pennsylvania, and Alfred ...