A model of the nucleation thermodynamics, which takes into account the surface tension value, has been developed. The experiments on formation of the iron clusters formed during the process of ferrocene clusters pyrolysis at various temperatures have been conducted. Based on the theoretical and experimental data the methods for determining the temperature dependence of the surface tension of nano-dimensional clusters have been developed, and the influence of this parameter on the size distribution of clusters has been shown.