Additionally, Goldman finds that the volume of highly-valued unicorns, private companies valued at more than $1 billion, has risen dramatically. The firm said that in 2006, there were only three unicorns, but today, there are 392 active unicorns. In the first half of this year alone, 155 companies achieved unicorn status for the first time.