The reactor performance of two novel fluidized bed membrane reactor configurations for hydrogen production with integrated CO 2 capture by autothermal reforming of methane (experimentally investigated in Part 1) have been compared using a phenomenological reactor model over a wide range of operating conditions (temperature, pressure, H 2 O/CH 4 ratio and membrane area). It was found that the methane combustion configuration (where part of the CH 4 is combusted in situ with pure O 2 ) largely outperforms the hydrogen combustion concept (oxidative sweeping combusting part of the permeated H 2 ) at low H 2 O/CH 4 ratios (\2) due to in situ steam production, but gives a slightly lower hydrogen production rate at higher H 2 O/CH 4 ratios due to dilution with combustion products. The CO selectivity was always much lower with the methane combustion configuration. Whether the methane combustion or hydrogen combustion configuration is preferred depends strongly on the economics associated with the H 2 O/CH 4 ratio.