A patient ceiling lift system including motor units that are attached to independent pivotable support members of a support frame assembly. The motor units are able to pivot on the support frame and relative to one another, which enables the motor units to follow the loading direction on tension support members connectable to a patient sling and eliminate motor unit side loading.