The rational construction of Cu-based interface with stable Cu+ species is crucial in CO2 electroreduction reactions. Herein, a Sn-induced Cu2O/Cu6Sn5 interface system (denoted as Cu2O/CuSn) with stable Cu+ is ingeniously constructed for the CO2-to-formate electroreduction reaction. At -1.1 V vs RHE, Cu2O/CuSn achieves a high-formate Faradaic efficiency of 91.3% and a partial current density of -53.87 mA cm-2. Cu2O/CuSn maintains formate selectivity above 80% over a wide potential range (-0.8 to -1.2 V vs RHE). Moreover, the Cu+ species exhibits high stability under reaction conditions. Cu-O bonds confirm the presence of oxidized Cu (mainly Cu2O), while Cu-Cu and Cu-Sn coordination suggests the formation of CuSn alloy. The presence of *OCHO as a key intermediate elucidates the formate formation pathway (*CO2-→ *OCHO → *HCOOH → HCOO-). Density functional theory (DFT) calculations reveal significant electron redistribution at the interface between Cu2O and CuSn alloy, modulating the electronic structure and stabilizing *OCHO adsorption. The synergy effect between Cu2O and CuSn alloy enhances CO2 adsorption, reduces the energy barrier for *OCHO formation, and effectively suppresses hydrogen evolution reaction (HER), enabling efficient CO2-to-formate conversion.