I think your read wikipedia on the wrong day,
double your output is roughly 3db gain,
10 db gain is 10x
20 db gain is 100x louder
30 db gain is 1000x louder
This is mostly right. I say mostly because human perception is too subjective for actual figures. But on the meter measuring compression, then yes.
And just for some fun.. Think of 3dB roughly as doubling your pressure at a given point. (P + 3dB = P * 21)
A simple equation to give you a rough idea what kind of compression difference you'll get
Gain multiplier = 2(dB gain / 3)
Example:
10dB gain
Gain multiplier = 2(10/3)
Gain multiplier = 10.07
20dB gain
Gain multiplier = 2(20/3)
Gain multiplier = 101.59
nice,
but yea, i wasn't going by ear, but physics definitions