This paper analyzes, assesses, and compares the failures and performance of various PV module types deployed at six PV installations located in different regions of northern Algeria, under Mediterranean climatic conditions. Qualitative data has been considered by selecting the best and worst-performing PV module samples for each of the six PV module types, along with other PV samples exhibiting specific permanent failures. Subsequently, the following IEC 61215 inspections were conducted: visual failures inspection, electrical performance inspection, thermal failures inspection, and insulation failures inspection. The results of these failure inspections indicate that different types of PV modules exhibit varying performance. Interestingly, the disparities are more pronounced between the PV module types than among the PV module samples within the same PV module type. This gap is at least ten times higher in terms of yearly degradation rates. However, some of the PV module types with high failure occurrence, severity, and exposure duration exhibit high performance compared to other types that have low failure occurrence, severity, and exposure duration. Meanwhile, there is no obvious and clear correlation between the different PV inspections, especially for PV module types. Thus, our analysis of the obtained results leads us to conclude that the significant disparity in failures and performance among the tested PV module types is primarily attributable to differences in their quality rather than the influence of local climate conditions or working conditions. Out of the six PV module types, only one will meet the 25-year warranty provided by the manufacturer, providing valuable insights into the prevalence of poor-quality PV modules in PV installations and those available in Algeria. Finally, a list of recommended solutions has been proposed to the Algerian government and other countries facing similar challenges to integrate into their national infrastructures and frameworks (quality, technical, qualification, and policies). These solutions aim to ensure the high quality, performance, and long lifespan of PV modules and PV installations.