Ceramics with perovskite structure and composition BaCe x Ti 1Àx O 3 (x = 0.02-0.30) show a progressive evolution with increasing x, from the long-range polar order of ferroelectric BaTiO 3 to the short-range polar order typical of relaxors. The ionic size mismatch between Ti 4+ and Ce 4+ determines strong local strains which have a significant impact on dielectric properties and phase transitions. The pair distribution function, coupled with transmission electron microscopy analysis, was applied to study the local structure. Because of the inner B-cation sizes, the superposition of rigid B-O octahedra with different volumes is not compatible with the construction of an ideal perovskite structure. In this light, local structure can be described by an original model which allows (i) different Ti-O and Ce-O distances and (ii) the typical distortions of the two end members: off-center displacement of Ti occurring in BaTiO 3 and octahedral tilt in BaCeO 3 . The results show a clear difference, in terms of volumes, between oxygen octahedra with titanium and those related to cerium. In addition, the inclusion of cerium causes a tilt of its oxygen cage, as occurs in pure BaCeO 3 , creating contra-rotations and distortions of the octahedra containing titanium. This complex arrangement entails a substantial distortion, increasing as a function of cerium amount, which strongly influences the directions of titanium displacements, their local correlation and consequently their long-range cooperative effects. Polar order (Canu et al., 2018) BaTi 0.98 Ce 0.02 O 3 (x = 0.02) 150, 270, 350, 450 Ferroelectric BaTi 0.95 Ce 0.05 O 3 (x = 0.05) 200, 350, 380, 420 DPT BaTi 0.9 Ce 0.