I've imported 500k rows from an Oracle database to Mongodb to make some test. No indexes were added to the mongo collection.
I ran a query which did one aggregation on a column and one filtering on other column.
The result was the MongoDb query (aggregation framework) was 5 times slower then the oracles.
I'm just starting with MongoDb so maybe I'm missing something ?