Having had the good fortune of meeting Michael Hunger at OOP Munich, I now explore his first suggested optimizations. See Neo4J
Add an index to avoid full database scan.
Improve query.
I have applied these ad-hoc and seen query performance as fast as 300 msec but sometimes much slower. Michael reports 9 msec but not on my Digital Ocean server.