A comparison between 2D and 3D Finite Element Method based simulations on the tunability properties of ferroelectric - linear dielectric composites is presented. Dependences of the effective permittivity and tunability on the concentration of the linear phases are presented and it is shown that there are important differences between the two approaches. The appropriateness of such simulations in describing realistic composite systems is discussed, too.