Consider the following query
SELECT "orders".* FROM "orders"
WHERE "orders"."bid" = 't'
AND "orders"."region_id" = 10000002
AND "orders"."type_id" = 30259
ORDER BY price DESC
LIMIT 1
From a table with about 2.5million rows, it returns this one result in about 1075ms.