In this work we discuss the performance of recent resampling procedures to study the variability of solutions and their implications in the interpretation of associations in Individual Differences models. To test the efficiency of the compared procedures, several MatLab implementations had been tested over several kind of building regions, having been considered a classic and another based on Bootstrap procedures, comparing the given confidence regions not only between the different procedures but between the different graphical considerations for their representation in a plane too.