Our findings examine how the instability parameter ( \(\Delta '\) ) impacts the evolution of tearing instability in various viscous settings through two-dimensional MHD (magnetohydrodynamics) simulations. Increasing \(\Delta '\) triggers distinct stages of instability dynamics, influencing critical island width, current sheet aspect ratio, and plasmoid characteristics. Conversely, reducing \(\Delta '\) suppresses plasmoid instability beyond a critical Lundquist number, suggesting retardation in plasmoid formation in thin current sheets. Critical island width experiences rapid initial growth with \(\Delta '\) , stabilizing after \(\Delta ' = 24\) . Viscosity ( \(P_r\) , Prandtl number) affects critical island width differently in the \(P_r < 1\) and \(P_r > 1\) regimes, with a transitional shift observed at \(P_r = 1\) . Aspect ratios demonstrate transitional behaviors at \(P_r = 1\) , increasing exponentially with viscosity in \(P_r < 1\) and decreasing in \(P_r > 1\) . Saturated island width declines with \(\Delta '\) , while smaller \(\Delta '\) values maintain lower saturated plasmoid widths. The dependence of island width on \(\Delta '\) diminishes at higher \(\Delta '\) values, contrasting with trends in saturated plasmoid width. These results highlight the intricate interplay of \(\Delta '\) , viscosity, and equilibrium conditions in the dynamics of magnetic reconnection.