Whirl almonds in a food processor until finely ground. In a medium bowl, stir together matzo meal, salt, cinnamon, and almonds.
In a large bowl of a standing mixer, beat egg whites until they hold short, distinct, moist-looking peaks; scrape into another large bowl. In mixer bowl, beat egg yolks until thick, then gradually beat in granulated sugar. Stir in wine and orange juice. Add matzo meal mixture, folding until well blended. Add beaten whites and fold in gently and thoroughly.
Scrape batter into an ungreased 9- or 10-in. tube pan with a removable bottom and spread level.
Bake cake until the top springs back when touched lightly, about 1 hour. Invert pan on a rack until completely cool. Loosen cake from sides and bottom of pan with a thin knife and lift to a plate with a wide spatula. Serve cake plain, or sift powdered sugar on top, if you like.