Current use of drugs to prevent COVID-19 is variable, reflecting large-scale uncertainty. Numerous randomized trials of many different drugs are underway to inform practice. This first version of the Drugs to prevent COVID-19: A WHO living guideline contains new information and a recommendation on hydroxychloroquine. It follows the publication of six trials synthesized in a living network meta-analysis (NMA).