It has been noted that a number of metaheuristics are applied with success to power system optimal reactive power dispatch (ORPD) challenges. These algorithms’ convergence rates are also determined to be low, and the results they provide are deemed to be inadequate. It suggests that there is insufficient investigation and exploitation in the algorithm. Therefore, an appropriate approach is needed to improve the algorithm’s search performance. The enhanced butterfly optimization algorithm (EBOA) is used in this work to address the power system’s ORPD problems. IEEE 30 bus network is chosen as a base network to test and validate the performance of the methods. On this systems, all three goals—Power Loss Minimization, TVD Minimization, and L-Index Minimization—are taken into account. The outcomes of EBOA have been equated with those of the novel BOA and additional modern heuristics. Additionally, statistical analysis is performed to evaluate the algorithm’s resilience.