Aspects of the disclosure are directed to characterizing vehicle mass. As may be implemented in accordance with one or more embodiments, one or more operating parameters of the vehicle are obtained, and at least one qualifying period of time is identified in which the operating parameter or parameters are within a range of values associated with the parameter. A value that provides an estimate of the mass is then generated based on the one or more operating parameters.