Purpose Poverty remains a global concern and specifically in Burundi. Regarding such situation, financial inclusion has been adopted as one of the poverty alleviation’s instruments although little is known about its effectiveness in Burundi. It is therefore with the intention of filling this gap that the current research was undertaken. Design/Methods/ApproachUsing a quasi-experimental design, with cross-sectional data collected from 388 rice farmers in Gihanga District of Burundi, this study assess the effect of financial inclusion and its gender patterns on poverty reduction. We use probit model and propensity score matching to that effect.Findings Apparently sex and age are negatively associated with financial inclusion status, while the household size and education level positively correlates with rice farmers' financial inclusion status. The impact of financial inclusion in poverty reduction seems to be mixed. For example, a significant positive difference is only observed in food security for financially included rice farmers in comparison to excluded ones. This is not the case in wealth assets. Additionally, there is a significant difference in wealth assets for women financially included in contrast to men financially included, while a significant difference is skewed to financially included men in food consumption. In sum, financial inclusion impacts poverty reduction differently. OriginalityThe policymaking processes should therefore focus on reducing the gender gap. Government and development partners should generalize digital finance in the transactions system in Burundi and include a sustainable strategy for assets accumulation for beneficiaries of financial services.