Two billionaires—one Democratic, one Republican—are facing off over the response to rising violence in Chicago and their broader running feud is raising the prospect of a new national spending record in a governor’s race.

Illinois Gov. J.B. Pritzker, whose self-financing for his first campaign in 2018 helped set the current U.S. record, has found himself at odds with his state’s richest man.