Yes, there is a difference, you are right. I don't have hard numbers at the moment (typing from the phone) but from looking it up quickly, the sun's intensity varies from about 950 kWh/m² to about 1.200 kWh/m² between north and south Germany. So, what OP described will generally work in any part of Germany.