Chains are often narrower than belts, and this can make it easier to shift them to larger or smaller gears in order to vary the gear ratio. (en.wikipedia.org)
According to Michael Wright, a former curator at London's Science Museum who has studied the mechanism longer than anyone, it modeled epicycles with trains of small gears riding around larger ones. (smithsonianmag.com)