Comment: 15 pages, 5 tables, 3 figuresWe analyse the Bihar assembly elections of 2020, and find that poverty was the key driving factor, over and above female voters as determinants. The results show that the poor were more likely to support the NDA. The relevance of this result for an election held in the midst of a pandemic, is very crucial, given that the poor were the hardest hit. Secondly, in contrast to conventional commentary, the empirical results show that the AIMIM-factor and the LJP-factor hurt the NDA while benefitting the MGB, with their presence in these elections. The methodological novelty in this paper is combining elections data with wealth index data to study the effect of poverty on elections outcomes.