The “LAPTOP PERFORMANCE PREDICTION” is an important metric used to predict the performance of laptops Laptop manufacturers spend a lot of time, resources, and money designing new systems and newer configurations. Their ability to reduce costs, charge competitive prices, and gain market share depends on how well these systems perform. In this work, concentrate on the system and architectural design processes for parallel computers and develop methods to expedite them.