We have characterized the surface roughness of different types of terrains on the Moon, Mars and Mercury at spatial scales ranging from a few hundreds of meters to hundred kilometers. These results represent the first quantitative comparison of the surface topography of these objects at fine spatial scales. At the largest scales analyzed, 50–100 km, our results are in agreements with values obtained by Kreslavsky et al. (2008).