Hi Parif,
as far as I understand the basic difference is in the programming voltage. You need about 12volts to program the EEPROM and only 5 volts to program flash. I mean ERase and Program per se. Guess there is not much of a difference apart from this. But the leaders might have more to tell...

REgards,
Harsha.