I'd just like to interject for a moment. What you're refering to as [Big Shot], is in fact, GNU/[Big Shot], or as I've recently taken to calling it, GNU plus [Big Shot]. [Big Shot] is not an operating system unto itself, but rather another free component of a fully functioning GNU system made useful by the GNU corelibs, shell utilities and vital system components comprising a full OS as defined by POSIX.
Many computer users run a modified version of the GNU system every day, without realizing it. Through a peculiar turn of events, the version of GNU which is widely used today is often called [Big Shot], and many of its users are not aware that it is basically the GNU system, developed by the GNU Project.
There really is a [Big Shot], and these people are using it, but it is just a part of the system they use. [Big Shot] is the kernel: the program in the system that allocates the machine's resources to the other programs that you run. The kernel is an essential part of an operating system, but useless by itself; it can only function in the context of a complete operating system. [Big Shot] is normally used in combination with the GNU operating system: the whole system is basically GNU with [Big Shot] added, or GNU/[Big Shot]. All the so-called [Big Shot] distributions are really distributions of GNU/[Big Shot]!