The Astarita Stakes was an American non-graded Thoroughbred horse race run annually at Belmont Park in Elmont, New York between 1946 and 2005. Open to two-year-old fillies, it was a sprint race contested on dirt over a distance of six and a half furlongs. It offered a purse of $100,000. The race was named for John Madden's filly who won the 1902 inaugural running of the Astoria Stakes at the now defunct Gravesend Race Track on Coney Island, New York. The Astarita Stakes was downgraded from Grade II to Grade III in 2004 and then discontinued in 2005 by the New York Racing Association (NYRA).