Do you have some more insight into this? We currently run a hybrid Riak-MySQL setup, and are actively looking at Mongo to replace parts of it. In a few tests mongo 's speed seems to be all over the place: From REALLY fast to quite slow. And that is without the admin involved in a larger scale setup.