JSP's primary advantage over Servlets is allowing Java code to be embedded directly in HTML using scriptlets and expressions. In Servlets, HTML must be embedded within Java strings using out.println(), making HTML-heavy pages cumbersome. JSP reverses this; HTML is the primary content with Java interspersed where needed.