Stochastic models are essential because they provide a more realistic representation of disease spread compared to deterministic models. They can capture the inherent variability and unpredictability in infection patterns, which is often observed in real-world data. This makes them invaluable for predicting the potential impact of public health interventions and for planning responses to emerging infectious diseases.