A suite that takes forty minutes gets run once a day. A suite that takes four minutes gets run on every commit. Parallel execution is the difference, and Playwright does it by default, which is why understanding it early prevents confusing failures.
A worker is a separate process running tests. Playwright starts several and hands each a share of the work. Four workers means four tests running at the same instant, in four independent browser processes.