This paper proposes the implementation and comparison of different methods for treatment of incompressibility in a fluid simulation using the technique Smoothed Particle Hydrodynamics. The main objective is to conduct an experiment to compare the results obtained with each of the methods implemented in terms of incompressibility, time-step and processing time. Also evaluating the possibility of using the General Purpose Graphics Processing Unit to reduce total processing time.