Although quantum time crystals have been proposed initially as macroscopic and thermodynamically stable states, results of subsequent study seemed to indicate that they could be realized only in systems out of equilibrium. Here, investigating a rather general microscopic model we show that, in contrast to the general belief, thermodynamically stable macroscopic quantum time crystals can exist. The order parameter of this new state of matter is periodic in both real and imaginary time but its average over the phase of the oscillations equals zero. At the same time, correlation functions of physical quantities at different times oscillate periodically in the difference of the times without any decay, and this behavior can in principle be observed experimentally.