Arlington Park
From 1959 through 1961 the race was hosted by Chicago's Arlington Park race track where it was run at a distance of six and a half furlongs. Made permanent at Arlington Park, the Washington Park Futurity was merged with the Arlington Futurity Stakes and is known as the Arlington-Washington Futurity Stakes.