Abstract: Quantum technology is transforming computing and communication, with quantum networks at the forefront. This paper evaluates multipurpose quantum network simulators, crucial for advancing these networks. Comparing 14 simulators, we highlight their adaptability across applications and configurations, aiding investigations into entanglement-based communication and quantum entanglement scenarios. By assisting researchers in selecting suitable simulators, our study facilitates practical implementation of quantum technology across multipurpose applications.