A chronograph is a watch with a built in stopwatch function. You'll spot it by the extra sub dials and pushers on the case.
A regular watch just tells the time, and sometimes the date. Nothing more to track, nothing more to learn.
Chronographs are great if you actually use the stopwatch. Otherwise they're just extra complexity sitting on the dial.