Uncertainty of experimental material property data for zeolite 13X is quantified. Impact of these uncertainties on PSA performance for CO2 capture is explored. Performance predictions are highly sensitive to uncertainty in adsorption data. Relative ranking of materials can change given the uncertainty at the process level.