Four radical‐doped PDI‐based crystalline hybrid materials, Cl4‐PDI·SiW12O40 (1), Cl4‐PDI·SiMo12O40 (2), Cl4‐PDI·PW12O40 (3), and Cl4‐PDI·PMo12O40 (4), were attainedby slow diffusion of polyoxometalates (POMs) into acidified Cl4‐PDI solutions. The obtained PDI‐based crystalline hybrid materials not only exhibited prominent photochromism, but also possessed reactive organic radicals under ambient conditions. Furthermore, all hybrid materials could be easily photoreduced to their radical anions (Cl4‐PDI•‒), and then underwent a second photoexcitation to form energetic excited state radical anions (Cl4‐PDI•‒*). However, experiments and theoretical calculations demonstrated that the formed energetic Cl4‐PDI•‒* showed unusual POM‐dependent photocatalytic efficiencies toward the oxidative coupling of amines and the iodoperfluoroalkylation of alkenes; higher photocatalytic efficiencies were found for hybrid materials 1 and 2 compared to 3 and 4. The photocatalytic efficiencies of these hybrid materials are mainly controlled by the energy differences between the SOMO‐2 level of Cl4‐PDI•‒* and the LUMO level of the POMs.