Atlanta is about 55 times smaller than New Jersey.

New Jersey is approximately 19,211 sq km, while Atlanta is approximately 350 sq km, making Atlanta 1.82% the size of New Jersey.
Tip: This to-scale comparison of New Jersey vs. Atlanta uses the Mercator projection, which distorts the size of regions near the poles.