Recently, the practice of deciding legal cases on purely statistical evidence has been widely criticised. Many feel uncomfortable with finding someone guilty on the basis of bare probabilities, even though the chance of error might be stupendously small. This is an important issue: with the rise of DNA profiling, courts are increasingly faced with purely statistical evidence. A prominent line of argument-endorsed by Blome-Tillmann 2017; Smith 2018; and Littlejohn 2018-rejects the use of such evidence by appealing to epistemic norms that apply to individual inquirers. My aim in this paper is to rehabilitate purely statistical evidence by arguing that, given the broader aims of legal systems, there are scenarios in which relying on such evidence is appropriate. Along the way I explain why popular arguments appealing to individual epistemic norms to reject legal reliance on bare statistics are unconvincing, by showing that courts and individuals face different epistemic predicaments (in short, individuals can hedge when confronted with statistical evidence, whilst legal tribunals cannot). I also correct some misconceptions about legal practice that have found their way into the recent literature. 0. Overview Recently, the practice of deciding legal cases on purely statistical evidence has been widely criticised. 2 Many feel uncomfortable with finding someone guilty on the basis of bare probabilities, even though the chance of error might be stupendously small. This is an important issue: with the rise of DNA profiling, courts are increasingly faced with purely statistical evidence. In a series of prominent papers, various philosophers appeal to epistemic norms governing individual inquirers to argue that legal verdicts should never be based on statistical evidence alone. My project is to show that not only have recent discussions mischaracterised how the law actually treats purely statistical evidence, but also argue that there are cases in which relying on such evidence is justifiable. In developing these claims, I demonstrate why we cannot solve jurisprudential questions by simply appealing to the norms found in theorising about individual epistemic agents. Rather, settling issues of legal theory requires us to look further afield, taking into the account the unique tasks and challenges that face legal systems. 3 This argument will be developed over five sections. In §1, I present the intuitive case against purely statistical evidence, explain why it creates a jurisprudential puzzle, and separate out different responses to this puzzle. In §2, I introduce key concepts of evidence law necessary to fully appreciate legal treatment of statistical evidence. In §3, I demonstrate why DNA profiling is properly characterised as statistical evidence before showing that-contrary to recent assertions-legal systems do not generally prohibit basing verdicts on bare statistics. In §4, I introduce and reject a range of arguments against the use of purely statistical evidence which appeal to epistemic norms that govern individual ...