Most racers wouldn't recommend buying a new bike to start racing.
Being 100 pounds heavier than you and having ridden a 55 pound touring bike I can assure you the weight makes little difference on a flat, steady cruise.
Check out Analytic Cycling, you can play with numbers there.
https://analyticcycling.com/ForcesLessWeight_Page.html