The problem is your eyes are measuring something different than what Gini coefficient measures: your eyes are measuring the visible difference between the extremes that you have encountered, Gini measures the overall tightness of the distribution. Unless you have the same &quot;shape&quot; of distribution, the two aren&#x27;t going to be equivalent.