Depends from where in Columbia and to where in Baltimore. I drive every morning in rush hour from around the Columbja Mall area to downtown Baltimore and it takes me anywhere from 25-35mins depending on traffic. Sometimes I can get there in as little as 20mins if there’s no traffic at all.