Now that the Blackstone Group is off and running, it needs to start looking over its shoulder.

Just as the private equity group has overcome a maelstrom of opposition and prepares to go public on Friday, its archrival Kohlberg Kravis Roberts is planning an initial offering of its own, people briefed on the matter said on Thursday.