Exploring an efficient way to purify the graft-onto polymerization products is an important but challenging problem. This work explores the feasibility of utilizing nanopore-based ultrafiltration for this purpose. First, a library of PPA Nd b -g-PS Nd g -σ graft-onto products with polystyrene (PS) sidechain and poly(propargyl acrylate) (PPA) backbone has been prepared, and the effect of molecular parameters, including contour length (l c ), sidechain radius (R sidechain ), and persistence length (l p ), on the flowassisted translocation and cutoff performance of PPA Nd b -g-PS Nd g -σ through nanopores with diameter D = 20 nm has been studied. At a low macroscopic flow rate Q = 0.2 mL/ h, it is found that for PPA Nd b -g-PS Nd g -σ chains with R sidechain > 1/2D, they are completely retained due to the size-sieving effect. More generally, it is found that the decrease of l c from ∼500 to ∼50 nm and R sidechain from 18.0 to 3.9 nm facilitates the diffusive passage of chains through nanopores; surprisingly, the increase of l p from 5.4 to 22.2 nm also facilitates the process, which actually signifies the possibility of enhanced chain orientation. At a high macroscopic flow rate Q > 0.2 mL/h, the increase in l c and R sidechain results in a larger critical macroscopic flow rate (Q c ) for chains to squeeze into the nanopores. When R sidechain > 1/2D, no l c -dependence is observed for the cutoff performance. Furthermore, it is found that the separation efficiency can be efficiently enhanced by increasing the solution concentration in the regime of C < C* with C* being the overlap concentration, which is demonstrated by one example of the practical purification process of the PPA 780 -g-PS 41 -60% model sample.