This paper presents a comprehensive exploration of timed and stochastic model checking applied to Petri Nets, focusing on both real-time system verification and qualitative outcomes. It introduces mechanisms for verifying properties within Petri Net models, particularly emphasizing two system classes: hard and soft real-time systems. The research ultimately showcases the efficacy of Stochastic Weighted Networks (SWN) in yielding results comparable to Generalized Stochastic Petri Nets (GSPN) while emphasizing the importance of Quality of Service (QoS) metrics in analyzing system performance.