This article aims at studying the singularity analysis of the tri-stable van der Pol-Duffing oscillator subjects to additive and multiplicative colored noise and focuses on the influence of the noise correlation time, noise intensity and linear damping coefficient on stochastic P-bifurcation.Stochastic differential equation and stationary probability density function (PDF) of the amplitude are obtained by stochastic averaging method.