Simple answer, You can't.

Even when you know the artists and know what they are using , you will most of the time not hear what they used in the studio or what the studio did with the sound along the recording process.

There are musicians sharing this info with their fans, but as far as I know that's mostly hard/progressive rock bands who didn't sell their sole to the big three.