This paper presents the reliability approach of formulated mathematical models as well as clubbed models to examine the effects of input factors over the responses of human powered bamboo slicing phenomena. Mathematical models as well as clubbed models were developed for operational time required to cut the bamboo slivers, number or quantity of slivers to be cut and torque (resistive) required for slivering operation run by human powered flywheel motor (HPFM). Experimental data based models evolved represent various responses or output of human powered bamboo slicing phenomena. Design and fabrication of experimental set up was carried out and proper instrumentation was also decided. Design data for sliver cutting was established by the way of performing extensive experimentation. The response data was gathered which was generated by using a wide range of different independent factors by varying them. Performance characteristics were validated on the method of experimentation. The models were optimized. The reliability estimation and analysis of sensitivity was carried out for checking the effect (behavior) of various input parameters with respect to output response parameters. However, this paper entirely presents analysis of reliability evaluation of created models for various operational parameters in human powered bamboo slicing phenomena.