As Infrared LED (IRLED) scene projector (IRSP) technology advances, the need to test for consistency and longevity also becomes more crucial. This paper characterizes the tests used to measure the reliability, repeatability, and reproducibility (R3) of an IRLED scene projector and the outcomes.