Some numbers

I have the REST server running in production on Amazon Micro EC2 instance

It costs about 2 cents/hour

Mongodb and Memcached running on the same EC2 instance

REST server configured with lucene search turned on

I inserted about a million records with speed of about 1000/sec

I ran some benchmarks for GET requests also at about 1000 reads/sec