Is it any good for performance to have master and slave on the same server

Question

There are similar questions on this site, but they mostly cover server failure and data backup aspects. I'm concerned only as far as query performance. If master and slave share the same resources, Master table is used only for writes and Slave only for reads, will this help db to handle growing number of queries more efficiently, given that queries are properly optimized?