In this study, we constructed a MIM metasurface using a HEA made of Au, Ag, Cu, Pd, and Pt. Reflectance spectra were experimentally determined, and the corresponding cross sections for the reflection, absorption, and scattering contributions were modeled by FDTD. These results can be extended with anticipation of the high efficiency of photo-thermal energy conversions.