The invention relates to infrared and radar compatible stealth window glass with sound insulation and heat insulation functions, which comprises outer-layer glass and inner-layer glass, wherein a vacuum layer is arranged between the outer-layer glass and the inner-layer glass, a microwave frequency selective surface structure array is arranged on the outer surface of the outer-layer glass, a microwave resonance absorption structure array is arranged on the inner surface of the outer-layer glass, and an electromagnetic reflecting film is arranged on the inner surface of the inner-layer glass. The window glass integrates a transparent supporting structure and a compatible stealth function, wide-spectrum efficient microwave absorption and low infrared emissivity can be achieved on the basis of the window glass, the microwave absorption range can cover 5-20 GHz, and the absorption efficiency is greater than 0.9. The infrared emissivity of the surface of the glass can be as low as 0.23, and the thermal radiation quantity of a target can be remarkably reduced, so that the probability of being detected is reduced. In addition, the visible light transmittance of the window glass is 60% or above. Meanwhile, based on the vacuum spacing layer in the structure, the window glass has sound insulation, noise reduction and heat insulation capacities.