Facebook Inc. has become Exhibit A for the skyrocketing valuations of closely held Web companies.

The Palo Alto, Calif.-based social network was valued at $15 billion in October 2007 when Microsoft Corp. invested in the company. By this January, Facebook commanded a $50 billion price tag when Goldman Sachs Group Inc. led a $1.5 billion funding round in the company.

Today,...