After a disappointing first half, Europa League winners Atletico opened the scoring in the 62nd minute through Jose Antonio Reyes with Sergio Aguero grabbing the second eight minutes from the final whistle.
Benitez, who has taken over from Jose Mourinho in the Inter hotseat, then endured the further misery of seeing Diego Milito's 90th-minute penalty saved by goalkeeper David de Gea.