This document presents a statistical analysis of the 2015 and 2016 loophole-free Bell-CHSH experiments, highlighting novel methods for comparative analysis of different experimental setups. It discusses the implications of statistical assumptions, the performance of experiments under varying conditions, and outlines the challenges in achieving high statistical significance versus physical significance. The findings contribute to understanding the effectiveness of various photon counter efficiencies needed for successful loophole-free experiments.