Air surprise. Year of the Ukrainian War [Report]

The disparity in the air force of Russia and Ukraine seemed even greater a year ago than in the case of land troops. However, the Russians failed to gain an advantage in the air throughout the year. Currently, it seems that the air force may be a origin to contribute to the success of the fresh Russian offensive. But do they respond to emerging Western weapons?