Refractory ceramics are considered for the GEN IV reactors (GFR). Transition metal carbides, like ZrC, are candidates as components for fuel elements owing to their good thermal stability and their neutronic performance. An extensive study was carried out to elucidate the role of temperature on the diffusion of xenon, an abundant and volatile radionuclide, in zirconium oxycarbide. For that purpose, dense zirconium carbide samples ZrC0.8O0.2 and ZrC0.95O0.05 were synthesized using Spark Plasma Sintering and Hot Pressing. 136Xe2+ ions were implanted at three fluencies: 1015, 1016 and 1017 at/cm2, at an energy of 800 keV. Thermal annealing were carried out under vacuum in a temperature range of 1500°C to 1800°C. The Xe distribution profiles were measured either by Rutherford Backscattering Spectrometry or by Secondary Ion Mass Spectrometry before and after the different treatments. Our results show that the ZrC0.8O0.2 stoichiometry is not stable at high temperature and for the ZrC0.95O0.05 stoichiometry, the Xe migration behaviour depends on the implantation fluence. The role of the implantation defects, their evolution during annealing and the trapping of Xe into bubbles was evidenced using Positron Annihilation Lifetime Spectroscopy and Transmission Electron Microscopy. In order to simulate the effects due to neutron irradiation, irradiation experiments were carried out at the JANNUS irradiation platform at CEA Saclay and the Alto Tandem accelerator at Orsay taking into account the respective roles of the ballistic and electronic processes. We observed that no xenon migration occurred after irradiation