In this perspective, we discussed modern free energy methods beyond the harmonic approximation, which allow one to extend stability predictions to finite temperatures. This gives access to both local and global stability as a function of thermodynamic variables. Thus, these methods can be used to explain and predict relevant synthesis conditions and stability ranges of materials with desired functionalities.