Under the global energy transition and environmental protection pressures, new energy vehicle testing technology has become a key support for industrial development. This paper reviews the current testing for power batteries, drive motors, and whole vehicle performance, identifies current challenges such as lagging standards, insufficient specialized equipment, and a shortage of talent, and looks to future trends including intelligence, standardization, integration, and big data application, aiming to promote the healthy and orderly development of the industry.