The benchmark highlights the value prop to the end user who can now use a "local program" ie an embedded database and get the perf wins over Redis - without worrying about data management (backups/replication/what-not).

Read path don't invoke any RPCs (even on startup or a cache miss). Writes need RPCs - since they have to be propagated to the (many) readers.