Cowboy chili is like regular chili but it contains twice as much ground meat. Traditionally cowboy chili was made in a cast iron pot over an open fire, hence the name "cowboy chili". The flavor of the chili also would have had a smoky flavor compared to today's chili made in a pot over the stove top or crockpot.