Do Dynamic Wallpapers Drain Battery Life?

Considering how little time is spent on the home page I doubt it.

Actually, yes they do because they require the CPU to be active. That said bobseufert's point is a good one. It may be negligible if you don't often spend time on the springboard.

You can also follow Apple's advice for extending the iPad's battery life.