The financial performance measurement is essential for all businesses from small one to large scale enterprises. This significance is more remarkable for the companies trading on financial markets in particular. Based on this, the 18-year financial performances of 43 holdings and investment companies listed in the BIST Holding and Investment Index trading on BIST Istanbul were calculated by taking their annual data between 2000 and 2017. Total 5 stock market performance indicators including price earnings ratio, market to book value ratio, earnings per share, dividend yield ratio and dividend payout ratio were used.The entropy technique was used to determine the weight of the criteria used in the study. The financial performances of the companies were measured in analyses through Additive Ratio Assessment (ARAS) and Weighted Aggregated Sum Product Assessment (WASPAS) that are among the Multiple criteria decision making (MCDM) methods. Spearman correlation analysis was conducted to determine the relation between the results of the methods used in the analysis. A positive and strong relation was found between the methods of ARAS and WASPAS as a result of the Spearman correlation analysis.