Qatar is judged by international anti-corruption indices to be among the highest performing countries in the Middle East and North Africa. The Qatari government has streamlined its regulations regarding business practices and engaged in reforms from above that have liberalized the Qatari economy and increased its strength and viability. However, Qatar is a neo-patrimonial absolute monarchy in which the state is not immune from private interests, and where the ruling family can bypass the rule of law. The complete control by the monarch of state institutions and policies leaves no space for bottom-up calls for reform, or for independent assessment of the performance of the state and the actions of the ruling family by civil society and the media. The permeation of informal networks (mainly in the form of tribal relations) within state institutions and civil society, the lack of interest in and avenues for political participation among Qatari citizens, and the clientelistic relationship between citizens and the state support the continuation of this status quo. This paper analyses the structures and mechanisms of Qatar’s governance regime that reveal the contradictions inherent within the categories covered by anti-corruption indices. In doing so, it suggests a number of shortcomings in the methodologies and scope of those indices as they specifically apply to Qatar, and poses a number of questions regarding the kind of information that is difficult to find but which is crucial to address in order to form a clearer picture of corruption and anti-corruption practices in Qatar. The paper concludes that the absence of this information in the first place casts a shadow of doubt over the performance of Qatar in anti-corruption indices. Also, the indices’ focus on measuring the scope of state functions while not measuring the strength of state institutions is a key reason behind the discrepancy between Qatar’s anti-corruption ranking and the mechanisms and structure of its governance regime. Instead, the paper proposes specific indicators related to the governance regime that allow for a more comprehensive look at corruption and anti-corruption practices in Qatar.