Depending on when you visit, crowd sizes fluctuate quite a bit. In summer, you can expect larger crowds, but during winter, these numbers drop.  Although Capitol Reef doesn’t see the same visitor numbers that Bryce Canyon, for example, sees during summer, it can get somewhat crowded.