 From 2005–08, Horton competed for the Oklahoma Sooners gymnastics team alongside his 2010 & 2011 world teammates Chris Brooks and Steven Legendre.During his time competing for Oklahoma, he won 6 NCAA titles and 18 All-American honors, breaking the record that was previously set by Bart Conner.His OU record for titles and honors still stands.