The critical parameters for evaluating nanoparticle formulations include particle size, shape, zeta potential, polydispersity index, pH, aggregation, drug content, and solvent levels. Dynamic light scattering measures hydrodynamic diameter to assess size, while transmission electron microscopy and atomic force microscopy directly image particles for size, shape, and surface characteristics. Zeta potential indicates stability, and differential scanning calorimetry analyzes phase transitions by measuring enthalpy changes with temperature. Together, these techniques set quality standards and predict in vivo performance of nanoparticle drugs.