Very few alpha particles retraced their path because -
Rutherford's alpha particle scattering experiment
When Rutherford bombarded alpha particles on a gold foil, he observed that most of the alpha particle goes in straight path, some were deflected through small angle, and 1 in 10,000 was reflected back along the same path which proves that-