The Russian Orthodox Church continued to operate uninterrupted during the entire history of the Soviet Union. They didn’t persecute religion, they persecuted the non-Christians. Stalin tried to move all the Jews to an oblast in Siberia, for example.
That’s not true. The Russian Orthodox Church had a significant number of its (culturally and artistically significant) buildings tore down and a significant amount of bishops and priests killed.