Fresh water resources can be sustainably harvested through interfacial evaporation by solar energy. To enhance the efficiency of solar interfacial evaporation, a metal graphene alcohol gel was synthesized using a one‐step thermal reduction technique. Subsequently, a metal graphene aerogel was produced using freeze‐drying technology. The hydrothermal treatment method was applied to introduce asymmetric moisture and roughness on the upper and lower surfaces of the aerogel. The unique structure of the aerogel plays a significant role in facilitating continuous water transport to the interface for evaporation. The top layer, being hydrophobic, and the bottom layer, being hydrophilic, contribute to this process. Importantly, the top layer’s design ensures that an excessively thick water film does not form, thereby preventing any adverse effects on light absorption efficiency. The aerogel exhibits an outstanding water evaporation rate (WER) is 1.75 kg·m‐2·h‐1 and a remarkable photothermal conversion efficiency (PTCE) is 93.17% under one solar radiation intensity. This is because the aerogel has a unique three‐dimensional structure. This special three‐dimensional structure has an interconnected microporous‐like appearance inside, which increases the evaporation area. Metal‐graphene aerogel is based on the electric field dielectric evaporation mechanism of metal nanoparticles localized surface plasmon resonance (LSPR) effect and the thermal mediated evaporation mechanism of graphene full spectrum. Under the double action, the photothermal conversion efficiency has been significantly improved. Our meticulously created metallic graphene aerogel performs exceptionally well at evaporating water. As a result, it presents a promising and practical avenue for exploring effective solar interfacial evaporation.This article is protected by copyright. All rights reserved.