To quantify the skill of forecast systems or reanalysis models, deterministic skill scores are used. This report describes some of the most common deterministic skill scores used in meteorology and energy/power forecasting and under which circumstances they are most suitable.
These include, among others: Mean error, root mean square error (RMSE) and mean absolute error.