non-fullerene acceptors (NFAs), has dramatically improved the development of OPV cells. [3][4][5][6][7] Despite the high power conversion efficiency (PCE) of OPV cells, further improvement of their performance is still a core issue. [8][9][10][11][12] Compared with their inorganic counterparts, OPV cells still suffer from a relatively low photon utilization efficiency. [13][14][15] Material type and active layer morphology are two key factors that determine the photon utilization efficiency of OPV cells. [16][17][18] Photovoltaic materials not only determine the light absorption of the active layers but also affect the properties of the photogenerated excitons. Wide-bandgap donors and narrow-bandgap NFAs with large extinction coefficients and small exciton binding energies are widely used to prepare bulk heterojunctions (BHJs). [19][20][21] Furthermore, to efficiently convert the excitons into free charges, it is necessary to improve the efficiencies of charge separation and collection, which are mainly controlled by the morphology of the active layer. [22] Therefore, in addition to developing new materials, a suitable morphology is required to further improve the PCEs of OPV cells.Directly obtaining an ideal morphology using solutionprocessing methods is challenging and typically usually Efficient photon utilization is key to achieving high-performance organic photovoltaic (OPV) cells. In this study, a multiscale fibril network morphology in a PBQx-TCl:PBDB-TF:eC9-2Cl-based system is constructed by regulating donor and acceptor phase-transition kinetics. The distinctive phase-transition process and crystal size are systematically investigated. PBQx-TCl and eC9-2Cl form fibril structures with diameters of ≈25 nm in ternary films. Additionally, fine fibrils assembled by PBDB-TF are uniformly distributed over the fibril networks of PBQx-TCl and eC9-2Cl. The ideal multiscale fibril network morphology enables the ternary system to achieve superior charge transfer and transport processes compared to binary systems; these improvements promote enhanced photon utilization efficiency. Finally, a high power conversion efficiency of 19.51% in a single-junction OPV cell is achieved. The external quantum efficiency of the optimized ternary cell exceeds 85% over a wide range of 500-800 nm. A tandem OPV cell is also fabricated to increase solar photon absorption. The tandem cell has an excellent PCE of more than 20%. This study provides guidance for constructing an ideal multiscale fibril network morphology and improving the photon utilization efficiency of OPV cells.