Gravity Won't Get You High is the debut studio album of Australian indie rock band the Grates. It was produced by Brian Deck, and features studio produced versions of songs from their EP The Ouch. The Touch. Notable differences are the usage of banjo and fiddle in "Sukkafish". At the ARIA Music Awards of 2006 the album was nominated for two awards; ARIA Award for Breakthrough Artist - Album and ARIA Award for Best Cover Art. At the J Award of 2006, the album was nominated for Australian Album of the Year. The album was also nominated for the 2006 Australian Music Prize.