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Yesterday I pulled out my softshell jacket and shoe covers for the first time this fall and got a ton of strava PRs even though I felt like I wasn't going very fast. Today, same thing. I even stopped to take this picture. From this highly scientific test I think we can conclude that shoe covers and a soft shell jacket make you faster.