On paper, they're a few inches shorter but it's a big difference when you put them side by side. Both panels weigh about the same, 16.5lbs, and have similar operating/open circuit voltage/amp. The compact version is about $13 more expensive but it's a good option if you want to maximize the use of space.
Edit: These are both monocrystalline panels.