Larry Ellison briefly surpassed Elon Musk to become the world’s richest person Wednesday after a jump in Oracle Corp. shares added a record amount to his fortune.

The jump came after shares in Oracle, which make up a significant part of Ellison's fortune, soared more than 40%, boosted by the database software company's surprisingly rosy outlook for its cloud i...