Unless you were in the mastering room where the sonics are finalized, you have no real idea what a specific recording is supposed to sound like.
That's why every so often I like to make my own live recordings. Although that removes a lot of variables, some remain. The mics, mic preamps, cabling ... it all makes a difference. But it does provide a reference point.