Miranda, Philippe Coutinho, and Paulinho scored for the Brazilian side in the second half of the game in Moscow.
Russia will play next friendly against France on March 27 in St. Petersburg as part of the preparation for the World Cup.
The 2018 FIFA World Cup is set to happen between June 14 and July 15, 2018, in Russia. The official draw put the Russian team in Group A, where it will play against Egypt, Saudi Arabia, and Uruguay. The matches will take place in Kaliningrad, Kazan, Moscow, Nizhny Novgorod, Rostov-on-Don, Samara, Saransk, Sochi, St. Petersburg, Volgograd, and Yekaterinburg.