Danmachi is the shortened name. If you wanted to compare apples to apples, the actual name would be Danjon ni Deai o Motomeru no wa Machigatteiru Darō ka. I think most English speakers would still prefer Is It Wrong To Try To Pick Up Girls In A Dungeon, but being shortened to danmachi is a bit of an edge case, as the portmanteau doesn’t quite carry over