Brandied cherries are preserved, sweetened cherries. The best ones are preserved in brandy or other spirits, and take on a dark red-black color. They’re sometimes called “Maraschino” cherries, with a hard “skee” instead of the soft “shee” pronunciation unique to the neon-red, near-flavorless traditional American cocktail cherry.