The best analysis of why the Russian Soviet Federated Socialist Republic was the most powerful Soviet socialist republic in the Soviet Union is:
The Russian Communist Party and the head of the government ran the state from that location.
This response highlights the central role of the Russian Soviet Federated Socialist Republic in the governance and administration of the Soviet Union, as it was the political center from which decisions were made and policies were enacted, leading to its prominence and power compared to other republics.