Perfume is stronger and fuller, the smell tends to last longer - it also tends to come in smaller bottles and not have a spray head. Hence the reason it is more expensive.
After a recent visit to Grasse in Southern France, the home of perfume, I vaguely remember that perfume contains about 20% essence whereas EdT is 5-10%.