Oncology patients, as with other patients with chronic health care needs, face numerous challenges during the COVID-19 pandemic. The authors discuss the need to balance delays in cancer diagnosis or treatment against the harm of COVID-19 exposure, how to mitigate the risk for significant care disruptions associated with social distancing and managing the allocation of limited healthcare resources during this unprecedented pandemic.