In this research, using the Win2k software based on the Cohen–Sham equations and applying the density functional theory with the help of the full potential linearized augmented plane wave method (FP-LAPW), the dynamic, electronic, optical and thermoelectric parameters of the C5N monolayer have been physically investigated. The results of electronic properties calculations indicate that the C5N monolayer has metallic and nonmagnetic properties. The maximum absorption of higher energies occurs at the energy of 11.98eV in the x direction. In the x direction, the peaks are evident in the range of the visible light region at energies of 1eV and 3eV while no peak is observed in the visible light region in the z direction. In addition, the phonon dispersion diagram is calculated by the linear response approach along the symmetric points for this structure. The outcomes provide no negative modes in the phonon spectrum, expressing that these structures are dynamically in equilibrium. The use of Boltzmann transfer theory with the relaxation time approximation to investigate the thermoelectric properties of the C5N monolayer reveals that the low Seebeck coefficient and the increase of thermal conductivity by increasing temperature leads to a very small ZT for the above monolayer. The minimum value of the Seebeck coefficient at the temperature of 300K is −45μV/K, and with increasing temperature, it exhibits an upward trend to reach −17μV/K under a temperature of 600K, meaning that the low value of the Seebeck coefficient (less than 100μV/K) is in agreement with the metallic nature of this monolayer. The metallic property of this structure is considered an important feature in fabricating electrodes (batteries).