Fantasy weapon: Does Ash's Boomstick count? If not, what about the chainsaw?
Sci-Fi: Original Doom rocket launcher w/backpack. 100 rounds, never needs to reload or cool down, and can be carried by a single man running at full sprint. Gotta respect that.