What are some of the most storage friendly home exercise equipment's?

The best exercise equipment to purchase if you're short on space is a set of free weights. You only need a few sets (unless you plan on breaking through the eventual plateau you'll hit when weight training) so they don't take up much room at all. If weight lifting isn't your style, Pilates bands hardly take up any space.