The stability of a conjugate base refers to how well it can exist in its anionic form after an acid donates a proton. A more stable conjugate base indicates that the corresponding acid is stronger because it is more willing to lose a proton. Factors such as electronegativity, resonance, and inductive effects play crucial roles in determining this stability.