They tend to increase the length with larger frames.
It is best to get the saddle height and for/aft position correct first, and then choose a stem length that lets you keep your forearm angle with the axis of your spine somewhere close to 90°. Dropping the bar height, counter-intuitively, can decrease the weight your wrists.