͑ ͒We have studied the surface kinetic roughening of AlN films grown on Si͑100͒ substrates by dc reactive sputtering within the framework of the dynamic scaling theory. Films deposited under the same experimental conditions for different growth times were analyzed by atomic force microscopy and x-ray diffraction. The AlN films display a ͑002͒ preferred orientation. We have found two growth regimes with a crossover time of 36 min. In the first regime, the growth dynamics is unstable and the films present two types of textured domains, well textured and randomly oriented, respectively. In contrast, in the second regime the films are homogeneous and well textured, leading to a relative stabilization of the surface roughness characterized by a growth exponent  = 0.37± 0.03. In this regime a superrough scaling behavior is found with the following exponents: ͑i͒ Global exponents: roughness exponent ␣ = 1.2± 0.2 and  = 0.37± 0.03 and coarsening exponent 1/z = 0.32± 0.05; ͑ii͒ local exponents: ␣ loc =1,  loc = 0.32± 0.01. The differences between the growth modes are found to be related to the different main growth mechanisms dominating their growth dynamics: sticking anisotropy and shadowing, respectively.