Chicago is about 641 times smaller than Japan.

Japan is approximately 377,915 sq km, while Chicago is approximately 590 sq km, making Chicago 0.16% the size of Japan.
Tip: This to-scale comparison of Japan vs. Chicago uses the Mercator projection, which distorts the size of regions near the poles.