 On 19 July 2012, Canales moved permanently to Valencia for €7.5 million and five years, alongside Madrid teammate Fernando Gago.The latter also reserved an option to buy back the player during the next two seasons.Canales was deemed surplus to requirements after the arrival of new Valencia coach Juan Antonio Pizzi, in December 2013.