The chef of Chicago restaurants Frontera Grill and Topolobompo beat out 23 other prominent chefs to take the top prize.
Bayless won $100,000 for his Frontera Farmer Foundation. It provides grants for sustainable local farming in the Chicago area.
Well-known Chicago chef Art Smith was also in the competition.