Answer
Rutherford determined atom consists of mostly an empty space with a dense nucleus.
Work Step by Step
Rutherford fired positively charged alpha particles to a thin Gold foil. Most of the alpha particles passed the foil without any deflection, however, some were deflected. This led Rutherford to the conclusion that most of the atom is empty with a dense nucleus containing most of the mass of atom