When it comes to choosing a graph database, speed is one of the most important factors to consider. How fast can you query? How quickly will data load? How fast are graph traversal response times? This benchmark study examines the data loading and query performance of TigerGraph, Neo4j, Neptune, JanusGraph, and ArangoDB.