This study explores the structural and thermal optimization of CoFe2O4 spinel nanoparticles synthesized via the Pechini method and calcined at 450 \(^{\circ }\) C and 650 \(^{\circ }\) C. X-ray diffraction and Rietveld refinement confirm a single-phase cubic spinel (Fd \({\bar{3}}\) m) with high thermal stability and controlled lattice dynamics. Increasing the calcination temperature induces a slight lattice contraction (8.3877(16) Å to 8.3795(6) Å), while the microstrain remains relatively stable ( \(\epsilon\) from 0.18 (6)% to 0.239 (23)%). Heat-capacity data (2–210 K) reveal dual phonon behavior: a low Debye temperature ( \(\Theta\) D=396.47 K) reflecting global phononic softening, and a high Einstein temperature ( \(\Theta\) E=683.34 K) indicating local rigidity from Co–O and Fe–O bonds. FTIR analysis suggests cation redistribution between A and B sites, increasing Fe–O stiffness (FCO from 124 to 128 N·m−1) and slightly relaxing tetrahedral bonds (FCT from 223 to 218 N·m−1), thus preserving the spinel framework. These phononic adjustments enhance lattice flexibility and yield a direct band gap of 1.92 eV suitable for visible-light absorption. CoFe2O4 exhibits visible-light photocatalytic activity with negative Gibbs free energy (G298.15=−10,432 J mol−1), supporting effective electron–hole separation. The interplay of \(\Theta _D\) and \(\Theta _E\) governs structural stability and charge transport, offering guidance for the design of thermally robust and efficient catalysts.