Vacuum cleaner salesperson: To prove that this Super XL vacuum cleaner is better than your old vacuum cleaner, I ran your old vacuum once over this dirty carpet.
Conclusion (proving that)
The Super Xl is better than your old vacuum cleaner.
Evidence
I ran your old vacuum once over this dirty carpet. Then I ran the Super XL over the same area. It was able to pick up all the dirt that the old vacuum left behind.
Evaluate
This doesn't seem like a fair way to compare two vacuums.
What if you wanted to see which pink paint will better hide that brown wall: You paint a coat of Paint 1. You can still see some brown spots poking through; the color seems thin in other places.
You paint a coast of Paint 2. Now the brown spots are covered up. The color seems nice and saturated everywhere.
Do you conclude that Paint 2 did the better job of covering up the wall? No, because it wasn't a fair fight. A better head-to-head experiment would be dividing up the original brown wall into two halves, and painting a coat of Paint 1 on one half and a coat of Paint 2 on the other half. That would allow us to judge how well each paint covers up a dark brown wall.
Similarly, to measure the suckitude of these vacuums, we should let the old vacuum do this half of the room, let the Super XL do that half of the room (assuming both halves are equally dirty), and compare which carpet has the most residual dirt.
Goal
Look for an answer complaining about the unfair head-to-head comparison. Judging one vacuum's 2nd lap around a dirty carpet against another vacuum's 1st lap around that carpet isn't an apples to apples comparison we can really evaluate.