Peace Rules was often ridden by jockey Edgar Prado, who won the 2006 Kentucky Derby on the ill-fated Barbaro.
In the Preakness Stakes, Peace Rules was the second choice on the morning-line at 8-5, behind only the Derby winner in a full field of twelve colts.