In this paper, a comparative analysis is done using real field data and simulation to assess the PV power plant underperformance and indicates the most important predictive maintenances actions. Issues in the tracking systems, inverters and combiner boxes were reported. In addition, an analysis of the O&M power plant reports was performed and compared to the best global practices. In this case, the adoption of predictive maintenance and automated plant diagnosis at the strings level were recommended.