In this paper, we conduct uniform error estimates of the bifidelity method for multiscale kinetic equations. We take Boltzmann and linear transport equations as important examples, discuss various choices low-fidelity models more general The main analytic tool is hypocoercivity analysis equations, considering solutions in a perturbative setting close to global equilibrium. This allows us obtain...