Using the Schiff base ligand H 2 L-pyra (N′-(2hydroxybenzoyl)pyrazine-2-carbohydrazonamide) with multiple dentate sites, the trinuclear Dy III -based complex [Dy 3 (HLpyra) 2 (L-pyra) 2 (CH 3 COO) 3 ]•2H 2 O (1) was synthesized. By analyzing the fragmented assembly process and fine-tuning the b r i d g i n g a n i o n s , c o m p l e x [ D y 4 ( H L -p y r a ) 2 ( L -p y ra) 4 2) with different nuclear numbers was successfully synthesized. Magnetic studies demonstrated that 1 did not exhibit magnetic relaxation behavior under the external field; however, 2 exhibited zero-field single-molecule magnetic relaxation behavior with an effective energy barrier (U eff ) of 197.44 K. This is attributed to the improved anisotropy of the single ion after the normalization of the crystal structure, thus realizing the molecular magnetic switching. Moreover, magnetic dilution analysis of 2 demonstrated that the weak magnetic interaction between metal ions inhibited the occurrence of quantum tunneling of magnetization (QTM), resulting in high-performance single-molecule magnet (SMM) behavior. The reasons for the magnetic difference between these two complexes were analyzed using ab initio calculation and magneto-structural correlations. This study provides a reasonable prediction of the ideal configuration of the approximately parallelogram Dy III -based SMMs, thus offering an effective approach for synthesizing Dy 4 complexes with excellent properties.