BEIJING/SHANGHAI -- China has become a land of unicorns, home to at least 70 unlisted startup companies valued at $1 billion or more. And the government is counting on them to work some much-needed magic on the private sector.

Four cities provide greenest pastures for burgeoning number of unicorns