In statistical mechanics we are mostly concerned with the statistical averages of various physical quantities when the system is in equilibrium.
Fluctuation is a common phenomenon in nature. Fluctuation means how much a quantity deviates from its average value. The average value of the thermodynamic observables and the size of their fluctuation about their equilibrium values can be predicted by equilibrium statistical mechanics.