While I don't listen to those services, I'd imagine this is a compression thing. Seeing as you feel that the ITunes sounds more "warmer" that one could be the service with the lower bitrate. Also remember that just because a song may sound louder on one service than another, it doesn't mean it has better audio quality.
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