Financial evaluation, as a key part of enterprise management, has long provided the core basis for measuring the operating results and financial health of enterprises. This paper proposes a comprehensive evaluation index system of multidimensional financial indicators with profitability, operating ability, solvency and development ability as the first-level indicators. Through the hierarchical analysis method to calculate the comprehensive weights, combined with the fuzzy comprehensive evaluation method to construct the affiliation matrix, constituting a comprehensive evaluation model of multi-dimensional financial indicators. Taking A real estate company as the research object, the proposed multidimensional financial indicators comprehensive evaluation model is used to conduct multidimensional analysis of the financial status of A company. According to the evaluation results based on the fuzzy comprehensive evaluation method, the financial performance of Company A in 2022- 2024 shows a significant downward trend, and the financial performance of Company A in 2024 belongs to the category of “poor”, and the degree of affiliation reaches 0.5332, which is high, and there is an urgent need to improve the financial performance of the company.