Original group member Jim McCulloch re-joined the group and was Stewart's major writing partner on the next album release. "BMX Bandits in Space" was released on Elefant Records in 2012. The album also featured contributions from original BMX Bandit member Sean Dickson, Argentinian multi-instrumentalist Cineplexx and Japanese rock group Plectrum. Shortly after the album's release Rachel Allison departed the group. Chloe Philip, also a member of pop group TeenCanteen, joined in 2013 providing vocals, flute and keyboards. "BMX Bandits Forever" the group's tenth studio album was released by Elefant Records in May 2017. Stewart's main writing partner on this album was Stuart Kidd who rejoined the group in 2014. The album also contain a collaboration with Brian Jonestown Massacre leader Anton Newcombe.