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This is optimized for bulk analysis. RDS is more optimized for low latency queries. This is because Redshift is column oriented: http://en.wikipedia.org/wiki/Column-oriented_DBMS .

Yep. Redshift is based off of ParAccel. We used that DB for some really awesome large scale analytics on a previous project.