A single Snowball can store up to 80 TB of data out of which only 72 TB is of usable space. AWS recommends using a Snowball when the data to be transferred is less than 10 PB or else to use a Snowmobile.
So, the size of the data which has to be moved in and out of the cloud determines to use AWS Snowball or Snowmobile.