It is sometimes a materials issue.
If you can make the hot bits hotter, then on otherwise identical engines, the hottest will produce more power, more efficiently. If you make the hot section blades with a more heat durable material, or design them so as to be able to withstand greater heat by the use of cooling gallerys. You will have a more powerful and efficient engine.