We present a new scheme for solving nonlinear systems that combines simplicity with high performance, offering minimal evaluation cost for an arbitrary number of steps. Given the specified assumptions, we provide its development and a convergence analysis, guaranteeing that the order is twice the number of linear systems or steps. Based on this, we introduce a new eighth-order method with low computational cost, requiring only four linear systems that share the same Jacobian matrix and scalar weight function. Efficiency studies show that this new, high-order method competes effectively with other efficient schemes in the literature. A brief real-dynamics study confirms the scheme's superior stability, covering large, connected convergence regions. Finally, numerical tests validate the theoretical results. The contribution of this work is to enable the use of very high-order schemes with low computational costs, opening new avenues for their practical application.