 On 1 September 2014 Insúa was loaned to fellow league team Rayo Vallecano, in a season-long deal.On 11 July 2015 Insúa mutually terminated his contract with Atlético and signed with VfB Stuttgart until 2018.Insúa extended his contract with Stuttgart on 14 May 2018 until June 2020.