This study estimates poverty, wealth inequality, and financial inclusion, for the first time, at the sub-caste level in both Hindus and Muslims using a unique survey data collected from 7124 households in Uttar Pradesh, India, during 2014-2015. The results confirm the existing hypothesis that Brahmins, Thakurs, and other Hindu general castes have higher wealth accumulation, lower poverty, and lesser exclusion from formal financial services than Dalits. Exclusion from formal financial services forces Dalits to depend primarily on informal financial sources for borrowing—which leads to financial misfortune and further dragging them into a vicious cycle of poverty.