The main difference is in how they arrange their children. A Column lays out widgets vertically, one after the other from top to bottom. A Stack, on the other hand, overlays widgets on top of each other, allowing precise positioning using the Positioned widget. Column is good for structured layouts, while Stack is useful when layering or customizing UI elements in overlapping ways.