The thicker the HG the less the compression becomes. Higher compression = more power, however with more compression you run the risk of detonation, which is why you would have to use higher octane fuel. ddmcse is right, you normally wouldn't buy the HG until the machine shop tells you how many (mm) they have removed total from the head and the block combined, then you buy a HG to compensate
