Yes, if you look at the specs page there's a disclaimer noting the OS takes up a significant amount of the space:
Storage 64GB*, 128GB
*System software uses significant storage space. Available storage is subject to change based on system software updates and apps usage.
1 GB = 1 billion bytes. See Surface.com/storage for more details.