For balance: there is a newer query/index system called Mango in Apache CouchDB 2.0+, that IIRC is internal and doesn't rely on any external view server. It wasn't in 1.7.1, though, so if you're coming from there, it's very much a "switch query APIs to get tolerable performance" situation.