What I mean by a Weight Bully is someone who was a decent enough fighter but reached far higher success than their talent would indicate by having a big cut and almost always come in significantly heavier than their opponent on fight night.
Best example of this I can think of is Adrien Broner pretty skilled and talented guy but looked like an absolute world beater at 135 where he was the far bigger man when he started fighting people of similar size he lost.