In this paper, in addition to presenting the empirical data obtained from the experimental setup designed and constructed for hydrogen production, a numerical analysis on a porous burner filled with spherical Al2O3 particles is conducted and the results are compared to experimental data. The proper condition for maximizing the molar fraction of hydrogen and other products, along with the most efficient methane conversion ratios, is evaluated, and the overall efficiency of the burner is calculated. It is shown that input parameters like released energy per burner volume, the set of dimensions of the reactor, and the diameter of particles have considerable impacts.