PyNetSim stands out as a robust wireless sensor network simulator specifically crafted for the evaluation of LEACH-based protocols, including traditional LEACH and its variants like LEACH-C. Developed in Python, this tool provides a versatile and accessible platform for researchers and students to test, analyze, and refine their clustering algorithms in the context of wireless sensor networks.