The thermodynamical properties of matter created in high-energy heavy-ion collisions have been studied in the framework of the non-extensive Tsallis statistics by fitting the transverse momentum spectra (p T ) of produced particles. The p T distributions of charged particles and identified pions from the available experimental data of Au-Au collisions at the Relativistic Heavy Ion Collider (RHIC) energies and Pb-Pb collisions at the Large Hadron Collider (LHC) energies are fitted by Tsallis distribution. The fit parameter q measures the degree of deviation of the system from an equilibrium state and T is the kinetic freezeout temperature. It is observed that, in general, q increases with the increase of collision energy and the variation with respect to centrality is collision energy dependent, whereas, T decreases with collision energy, and increases with collision centrality. A reversal of the centrality dependency has been observed for collision energies below 27 GeV. The correlation between the Tsallis parameters with centrality and collision energy are presented along with a comparison to the corresponding results from the fits of the blast-wave model.