As we work to meet the goals of persistence in GUAC, we are running a series of analyses and comparisons among the many different graph database options. GUAC has a few critically important requirements for the backend, including: efficient ingestion of data, performant complex queries, the schema in which the data is stored, and finally optimization of the query based on the specific language.