Abstract: The bench slope within an open-pit coal mine plays an important supporting role for coal resource production and transportation. The stability evaluation of the slope is of great significance in guiding continuous mining operations within the mine. This study leverages monitoring data and geological surveys of the slope, employing the analytic hierarchy process (AHP) to assign weights to slope stability analysis factors. Additionally, it employs the principle of maximum membership degree, taking into account various parameters such as slope geometry, geological data, meteorological and hydrological information, and field monitoring data. This paper establishes an analytic hierarchy process - fuzzy comprehensive evaluation model for slope stability assessment. Subsequently, the model is applied to analyze the stability of the north slope at the Zhahanao’er open-pit coal mine. The research indicates that, accordingly to the established slope analytic hierarchy process - fuzzy comprehensive evaluation model, the northern slope is deemed to be fundamentally stable. The numerical simulated FOS (factor of safety) of 1.121 aligns remarkably well with model results. It is comprehensive and accurate since the model can fully consider the contribution of multiple information to the stability of slope.