Short answer: Not necessarily — price correlates loosely with build quality and speed headroom, but the most important safety factors (certification, protection circuitry) are often present in reasonably priced options too.
This is one of the most common charging questions we get, and the confusion usually comes from outdated advice that predates modern battery management systems and charging standards.