Who does more damage?

[-Perception-]

Stop asking rhetoric questions..

Halberdier: Heavier armor, better protection, more hitpoints.
Marauder: More powerstrike and proficiency, results in higher attacking speed and more damage.

Hence, Marauder will always be stronger using the same weapon as a halberdier.