The Burmese ruled Chiang Mai from 1556 until 1775 and their mark is still visible in some places like the design of this chedi. During their occupation, this temple was called Wat Oop Pa Peng. In the 19th century, King Rama V renamed it Wat Chai Mongkol which means victory.
