 In 2003, the Arlington Park track established the annual "Penny Chenery Distinguished Woman in Racing Award".In 2006, the National Thoroughbred Racing Association honored her with the Eclipse Award of Merit for a lifetime of outstanding achievement in thoroughbred racing.In 2009, she was awarded the Smith College Medal for extraordinary professional achievement and outstanding service to her community.