Hi Raffi,

There are no standard TPC-like benchmarks for Neo4j. However, for even modest 
data sets, Neo4j can be orders of magnitude faster than some SQL-oriented 
databases primarily because it avoids join pain (no sets) for connected data.

There are a few slides in the tutorial deck about this here (warning, large 
file):

https://github.com/jimwebber/neo4j-tutorial/blob/master/presentation/A%20Programmatic%20Introduction%20to%20Neo4j.pptx

And there's a video of me talking about this stuff here (see around 25:40):

http://skillsmatter.com/podcast/java-jee/cypher

HTH,

Jim
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