Alaska cruising is bounded by daylight and weather rather than by demand. At these latitudes the summer days are extremely long and the winter days extremely short, and a region whose main attraction is looking at the coast becomes pointless in darkness. Add colder water, rougher autumn weather in the Gulf and a shore economy that is largely built around the summer, and the practical window narrows to roughly late spring through early autumn.
Because the window is fixed, the ships have to come and go. Vessels are repositioned into the region at the start of the season and out of it at the end, which is why the first and last sailings of the year often have an unusual shape, and why the choice of ships is set months before anyone sails.
The compressed season also concentrates the experience. Within it, conditions shift noticeably: the early weeks are cooler with snow still low on the mountains, midsummer gives the longest days, and the later weeks bring earlier darkness and changing colour ashore. Those are different trips inside the same region, and they are the main reason two Alaska sailings a few weeks apart do not feel the same.