High temperature dielectric polymers are the favored materials for energy storage devices under harshâenvironment, e.g., electronic devices and power systems. It is widely acknowledged that the energy storage capabilities of dielectric polymers are markedly deteriorated at elevated temperature because of the exponential increased leakage current. Herein, allâorganic dielectric polymer alloys with twoâphase continuous hardâsoft structure have been firstly investigated via blending high glass transition temperature (Tg) fluorinated polyimide (FPI) and high bandgap aliphatic polyimide (API). The large energy band difference between FPI and API is conducive to trap energy and greatly inhibits conduction loss. In addition, the hard and soft molecular chains with twoâphase interlocking structures are more closely arranged, bringing torturous pathways for charge carriers and reducing free volume, which enhances the breakdown strength. FPI/API alloy with high Tg (296 °C) and concurrent large bandgap delivers an ultrahigh discharge energy density of 6.6 J cmâ3 at 150 °C and 3.02 J cmâ3 at 200 °C with 90% discharge efficiency, significantly surpassing those reported dielectrics. Moreover, the FPI/API alloy exhibits remarkable cyclability and dielectric stability up to 10000 chargeâdischarge cycles even at elevated temperatures. This work provides an unprecedented opportunity on structure design of dielectric polymers to achieve highâtemperature energy storage capacitors.