Stochastic testing is a software testing technique that uses random inputs to evaluate the behavior and performance of a system, helping to uncover unexpected errors and edge cases that deterministic testing might miss. It is particularly useful for testing complex systems where exhaustive testing is infeasible, providing insights into system reliability and robustness under a variety of conditions.