This paper investigates the impact of buffer size on the performance of network-on-chip (NoC) architecture, particularly focusing on latency in different network topologies. The findings demonstrate that varying buffer sizes in routers influences NoC performance, with larger buffers enhancing efficiency but increasing power consumption, while smaller buffers reduce latency. The study concludes that optimal buffer sizes depend on router location and specific tasks, indicating the necessity for tailored buffering requirements in NoC designs.