I always used to use milk. About a year ago I started to use water and will never go back.
Having a shake with milk really is committing to having a meal. It feels your stomach up and takes a while to digest. Where a shake with water feels just like a glass of water. It also makes it a lot easier to manage shakes on the go without having to take milk with you or immediately clean your shaker.