As @newbee points out the effect is system dependent. In a more resolving system the impact may be substantial. For example in my system each step in moving my VTL power amps from spiked Grand Prix Audio Monaco stands to Apex (ball) footers and then adding a Marigo sub shelf under the amps was very noticeable.
The general effect of reducing vibration on an amp is to make the amp sound less loud (ie for a given setting of the volume control you hear less harshness and hence can afford to dial it up a few notches) and give greater control over dynamic peaks and hard to resolve passages. Impact on source components can be similar but more diverse. Turntables are another story entirely and need their own isolation solutions.
The general effect of reducing vibration on an amp is to make the amp sound less loud (ie for a given setting of the volume control you hear less harshness and hence can afford to dial it up a few notches) and give greater control over dynamic peaks and hard to resolve passages. Impact on source components can be similar but more diverse. Turntables are another story entirely and need their own isolation solutions.