Taking into consideration the importance of having a strong banking system, the issue of bank performance evaluation and analysis becomes essential for the bank regulation process in the countries with an emerging economy. For banking performance evaluation and analysis various methods are used in international practice. These methods have many disadvantages and are unusable for the banking systems in the countries with transition economy. In this article a new and complex system of analysis and evaluation of bank performance is described. This is a multidimensional system of bank performance indicators. This system enables to analyze bank performance through integrated indicators, viewing them in corresponding surfaces. Implementation of this system will allow to efficiently analyze bank performance by different directions, to reveal existing problems in the bank, to make corresponding regulation decisions for each bank, and to and group banks according to different criteria.