Good luck Parabolic stock trading: What is it and when does it happen? A parabolic stock is produced when its price increases (or is increasing) in a short amount of time such as gaining more than 10% in a single day. It often looks like a big fat middle finger on your chart! Now, these kinds of movements are quite the anomaly.