This graph shows a slightly different story than the first. While in the first graph, we see that Costco came in third place in terms of return on equity, it's actually in second place when you factor out debt and after-tax interest expense. What this means is that when you crunch the numbers, all three companies saw their return on equity inflated by debt, but far less so for Costco.