Stochastic Modelling is a financial model that helps make financial decisions.
Stochastic Modelling accounts for certain levels of unpredictability or randomness.
Deterministic modeling gives you the same exact results for a particular set of inputs, no matter how many times you re-calculate the model.
Stochastic modeling, on the other hand, is inherently random, and the uncertain factors are built into the model.