The state of a thing, usually a vehicle (like a car or motorcycle) that has had no modifications done to it, no matter how trivial, since its emergence from the factory doors.

This is a stronger sense of the term "stock". "Box stock" could imply that the item in question hasn't even been used that much, let alone altered in any way.