This paper investigates the performance of Voice over Internet Protocol (VoIP) over WiMAX networks by comparing the effects of various voice codecs (G.711, G.723, G.729, and GSM) and buffer sizes (32kb, 64kb, 128kb, and 256kb) on quality of service (QoS) parameters such as delay, jitter, and throughput. The results indicate that G.729 codec and a buffer size of 256kb yield the best performance in terms of QoS. Overall, increasing buffer size positively affects throughput but can increase delay, with an optimized balance needed for best service quality.