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10. Rocky Road
The origins of this ice cream flavor are a bit murky. In fact, it is thought that walnuts were part of the mix, before being replaced by the far superior almonds. The base is chocolate ice cream, and the final element, the soft and bouncy counterpart to the almonds, are mini marshmallows.