I think it still counts as on topic :). So, the 12V LED strips on eBay, Amazon, etc. consist of a bunch of parallel sets of 3 LED in series followed by a resistor (see crude drawing below):
So, due to the voltage drop of each LED, theoretically they will not light up with the same intensity...