Currently the choice between MongoMapper and Mongoid is pretty simple. If you're using Rails 2.3.x, MongoMapper. If you're using Rails 3, Mongoid. The ActiveModel integration is key for Rails 3. Mongoid also has great documentation. MongoMapper does not as much consolidated documentation.