Objective: The aim of this research is to determine the performance levels of the hospitals affiliated to the Antalya Public Union with Pablo Lasso Model and Data Envelopment Analysis (VZA) method. Material-Method: In order to determine the performance levels of the hospitals in the study, VZA and Pabon Lasso model were used. Variables consist of four inputs (specialist physician, nurse, number of beds, total expenditure) and six outputs (number of outpatient clinics, number of A-B-C operations, bed occupancy rate, health care income) in the VZA method. The Pabon Lasso model has variable hospital performance indicators; bed occupancy rate, bed turnover rate and average length of stay were taken. Research data were obtained from the Public Hospital Association of Antalya. MS Visio, MS Excel and DEAP software were used for analysis of the data. Results: According to the findings obtained from research data, 51% of the hospitals were found to be completely efficient in Pabon Lasso model and 67% of the hospitals were found to be productive with respect to the VZA method. According to the VZA method, 33% of the hospitals were moderately and lowly inefficient, while 49% of the hospitals in Pabon Lasso model were found to be inefficient. In addition, it has been determined that the patients who are ineffective in the VZA method in the research are also ineffective in the Pabon Lasso model.Conclusions: Paban Lasso model provides important information about hospital bed utilization performance. For this reason, it is recommended that hospitals should use Pabon Lasso model besides VZA method. Antalya Public Hospital Association should be provided with rational methods to allocate resources and plans and strategies should be developed to make inefficient hospitals productive.