The roller burnishing tool is used in computer numerical control lathe to superfinish the turning process. The tool and workpiece materials considered are tungsten carbide (69 HRC) and EN-9 Grade Alloy Steel (10 HRC), respectively. The input parameters are burnishing force, feed, roller contact width and number of passes. The response surface methodology is used to develop a mathematical model and optimize the parameters for the surface characteristics (such as surface roughness and surface hardness). The optimum surface roughness and its surface hardness are 0.2 mu m and 18 HRC, respectively. The surface roughness is reduced by 94.5% and hardness is improved by 41.7%. The contributing variable of each parameter is estimated using analysis of variance method. The morphology of the burnished surface is investigated using scanning electron microscope.