Hmmm...... I don't have leggies, I have knee warmers (cause Queensland has a much warmer climate year round) And I wear them comfortable OVER my shorts. I find when under the shorts the shorts slipped exposing my thighs to the cold breezes...

But they're all black so I can't tell the difference.

Arm warmers I also wear over because they slip too much otherwise.