How much does weight effect.........

Greetings,

I have a simple question that may get answered in complicated way, or in basic terms. Any help would be appreciated

Im a fixed gear rider in nyc, rides are for fitness and fun ranging from 10-30 miles. Bridges and some parts of Central Park are the extent of my hills and...