Assess the dynamics of body reserves is mandatory for improving efficiency and robustness of beef production systems. Nonetheless, the phenotyping of such physiological trait in living cattle remains challenging. The aim of present study was to evaluate the precision of the 3D imaging technology for the in vivo estimation of the chemical composition of crossbred bulls.