This study presents an evaluation of wind speed characteristics and the potential for wind power at Thimphu in Bhutan, over the period from 2019 to 2023. Employing statistical methodologies to develop probability density functions, the study applies Weibull and Rayleigh distributions for monthly analysis. The results provide critical information regarding the region's wind energy capabilities, serving as a resource for decision-makers and highlighting the importance of wind energy in the region.