Redis REST has overhead less than a millisecond compared to Redis TCP. But when EDGE caching is enabled, reads become much faster as expected. Rough numbers we have seen:
REST: ~0.70ms
REST (EDGE cached): ~0.12ms
Note that, EDGE caching is work in progress. It will be publicly available in a few weeks.