This paper briefly reports on progress in the design and performance of a mapping system that uses laser rangefinder input to construct elevation maps of rugged, natural terrain. The paper emphasizes performance; the rationale for the design is presented elsewhere. The performance of two rangefinders is considered, and found to be the most significant limitation on the constructed maps. In addition, the accuracy and precision of the maps are quantified.