The aim of the research was to implement the SWAN wave model powered by meteorological data from the COSMO model in the Baltic area, with particular emphasis on the southern regions where the SWAN model is operational. In the validation of the model, the predictive performance of the formulas was assessed: West-huysen, Komen, Janssen, ST6. The verification of wave forecast quality, obtained with the spectral model, was carried out in two stages. The first step involved selecting the best formula using the adopted parameterizations based on short-term measurement data. After choosing the best physics formula (ST6), the model results were verified with multi-stream (measurement and satellite) data at two points representing the shallow and deep-water zones. In the open sea zone, the model calibrated based on ST6 physics obtained high correlation co-efficients, above 0.95 (only for SARAL they were smaller), and in the coastal zone, the correlation coefficient was above 0.75.