As a pivotal hub connecting significant cultural centers in prehistoric Xinjiang, the Changji region displays clear evidence of multicultural interactions. However, its central role has not been sufficiently addressed in existing archaeometallurgical studies, with unresolved questions regarding the developmental trajectory of metallurgical technology and the routes of technological transmission. This study analyzed copper-based artifacts excavated from Baiyanghe Cemetery in Fukang city, Xinjiang, employing SEM-EDS and MC-ICP-MS, to elucidate the metallurgical characteristics of the late Bronze Age in Changji and to clarify its role in inter-regional exchanges of copper alloy technology and raw materials. Compositional analyses indicate that samples are primarily tin bronze and pure copper, with a certain amount of arsenic copper suggests a distinct technological influence from the Hami region. Furthermore, lead isotope data—incorporating ancient artifacts, ancient metallurgical remains, and modern ores—reveals that the Ili region was an important supplier of copper source for Baiyanghe Cemetery during the late Bronze Age, with a portion of additional copper materials from other sources, collectively sustaining copper alloy production in Changji region. By integrating metallurgical technology from the Hami region with copper resources from the Ili region, Changji region functioned as a dynamic intermediary along the Tianshan corridor, facilitating east-west circulation of metal resource across the Tianshan Mountains during the late Bronze Age, reflecting the adaptive localization, technological integration, and innovation in regional metallurgical practices.