Nowadays, an all-inorganic metal halide perovskite (CsPbX 3 , X = Cl, Br, and I) has shown excellent prospects in liquid crystal display (LCD) backlight device applications. However, in order to better meet the market's development, the stability of CsPbX 3 still remains an urgent problem to be solved. Herein, a heat-water cyclic process of CsPbBrI 2 glass powder (RGP) designed to improve stability is proposed. Excitingly, the treated RGP shows better optical properties and heat resistance. Moreover, RGP@PS was prepared with high blue light, water, and heat stabilities. It is particularly noteworthy that RGP6@PS was continuously exposed for 268 h at 60 °C and 90% relative humidity in the blue light (447 nm, 880 W/m 2 ) environment with no decrease in brightness. It illustrates that the CsPbX 3 films have made an important breakthrough in stabilities. The LCD device based on RGP@CsPbBr 3 @PS was designed with a wider color gamut (126%) compared with NTSC 1953. This study explores a new strategy to improve the stability of CsPbX 3 thin films for LCD light conversion films.