In this research, we develop a model of predator-prey dynamics in the high tunnel for winter spinach. This study explicitly includes applying pesticides and releasing commercial predators as two control strategies in a dynamic optimization model. We solve the trade-off facing farmers and derive the natural-adjusted economic threshold (NEET) of pesticide application and the optimal release of commercial predators. We compare the results from stochastic pest and predator population dynamics to its corresponding deterministic case to illustrate how uncertainty in predator-prey dynamics affects the optimal control strategies.