Many Nazi scientists went to the Soviet Union too. They were probably less enthused, though.

Wernher von Braun went through quite some lengths (traveled half way through Germany with a badly broken arm in the chaos of the final days of the war) to ensure he was captured by the Americans, rather than the Russians.