FWIW, I've worn knee warmers under my fleece sweatpants while walking around my neighborhood. They tend to slide down while I walk. These are wool Kneekers by DeFeet, which stay in place fine when I'm riding my bike.
- Gray 2010 carbon WSD road bike, Rivet Independence saddle
- Red hardtail 26" aluminum mountain bike, Bontrager Evoke WSD saddle
- Royal blue 2018 aluminum gravel bike, Rivet Pearl saddle
Gone but not forgotten:
- Silver 2003 aluminum road bike
- Two awesome worn out Juliana saddles