Flame retardant performance analyses of advanced materials are systematic evaluations designed to determine how effectively a material can resist or slow down the spread of fire. Advanced materials, encompassing a wide range of polymers, composites, and nanomaterials, are engineered with enhanced fire-resistant properties. These analyses are crucial for ensuring materials meet stringent safety standards in industries where fire hazards pose significant risks, such as aerospace, automotive, construction, and electronics.