A new analysis in ORCHESTRA looks at composition, outcomes, risk of bias, and validation of COVID-19 prognostic scores. The objective was to identify COVID-19 scores for daily clinical care, provide an effective overview for decision-makers, and pave the way for future pandemic preparedness.