Combination-based antiretroviral therapy has been very successful in preventing disease progression in HIV-infected individuals. However, a rational method for predicting the effect of a particular drug combination on clinical outcome is needed. A new study takes us closer to this goal by computationally predicting the inhibitory effects of combinations of three antiretroviral drugs (pages 446–451).