A hobby rewards you for your time and investment. Whether thats in pure pleasure, intangible benefits such as mental/physical engagement, etc...
Honestly gaming has never been much of a hobby, its more of a pure time waster. Its like saying going out to party is a hobby. At least with parties you gain actual experiences, not short fleeting experiences that are gone the second another short fleeting artificial experience comes along.