Mix the passion fruit juice, pineapple juice, light rum, orange juice, dark rum, grenadine and almond extract together in a gallon-size container. Chill until ready to serve.
Pour the punch into a large punch bowl for serving.
Serve in glasses filled with ice.
Garnish with an orange wedge and a maraschino cherry.