This study investigates the influence of life insurer's reserves under mortality improvement and stochastic interest rate through simulating the distribution of reserves. The numerical results show that mortality improvement risk is significant for the life insurer's reserves, especially in annuity policies. Moreover, the stochastic interest rates will deteriorate the influence of mortality improvement. Therefore, life insurers should incorporate the mortality improvement into pricing and valuation.