Tubes and SS are a different paradigm. They approach producing music from different perspectives. My understanding is that tubes are a more visceral experience and SS more intellectual.
This type of generalization is common in a variety of audio debates, but not really true. The right SS setup can be emotionally very engaging, and tubes can leave you cold in the wrong setup.