A polymer acceptor, named PX‐1, has been designed and synthesized using a polymerization strategy with grafted small molecule acceptors. This design approach allows for the freedom of end groups while maintaining efficient terminal packing, enhancing π‐π interactions, and facilitating charge transport. All‐polymer organic solar cells based on PM6: PX‐1 demonstrate a promising efficiency of 13.55%. The result presents an alternative pathway for the design of high‐efficiency polymer acceptors through the careful regulation of small molecule acceptor monomers and linker units.This article is protected by copyright. All rights reserved