How bad is the oil bust? Even the big believers in an inevitable rebound are hedging their bets.

Avenue Capital Group, Och-Ziff Capital Management Group, Carlson Capital and Blackstone's GSO Capital are among firms that have raised or are raising money from investors to plow into the energy sector, investors say.