A size-dependent micromechanically motivated formulation is introduced for titanium-boride/titanium functionally graded crystalline material at the microscale based on the Chen–Wang strain gradient plasticity (CWSGP). A lower order flow stress is proposed to define the brittle to ductile phases reflecting a combined effective length scale associated to stress and strain fields. Since the characteristics of two-phase ceramic–metal structure vary continuously along its thickness; the TTO composite model is applied for intermediate mixture law to indicate brittle-to-ductile transition in the titanium-boride/titanium FG structures. The mentioned TTO model addresses this phase transition through an eventually equilibrium mixed definition of ductile–like phase. Then, the governing differential equation for the energy functional is derived to solve for different boundary conditions. In addition, the influence of the elastic foundation and thermal treatment on the plastic deformations is investigated. Moreover, the accuracy of the model was demonstrated through 3 case studies. This study offers an efficient size – dependent gradient model for two-phase microscale structures without complexity on the crystal plasticity.