If you look at the designs, then you can have a general idea why they sound different. SS cannot produce the "tube" sound sonically. So you are better telling us what sound you prefer and then we can recommend the manufacturer offers that sound. PLUS everything can be modified to change to the sound you prefer for not that much money.
Happy Listening.