Area function is a main factor that affects the measurement of hardness by nanoindentation. The influence of tip rounding on measurement of nanohardness is analyzed and verified by experiments. It is shown that the calibration of area function of an indenter is very important for improving the measurement accuracy of nanohardness and other mechanical properties of materials by nanoindentation method.