The fracture resistance of a cyclic olefin copolymer (COC) was enhanced by incorporating an entanglement network. The vinyl-addition copolymerization of norbornene (NB) and 5octyl-2-norbornene (OctNB) was achieved using a catalyst system composed of Pd(MesN�CHC 6 H 4 PPh 2 )Cl 2 (Mes = 2,4,6-Me 3 C 6 H 2 ), triisobutylaluminum, and triphenylmethylium tetrakis-(pentafluorophenyl)borate. Despite exhibiting limited initiation efficiency, this catalyst system successfully produced vinyl-addition ultrahigh-molecular-weight poly(norbornene-random-5-octyl-2-norbornene) (VA-UHMWP(NB-r-OctNB)) with a number-average molecular weight (M n ) exceeding 10 3 kDa. To assess the impact of the molecular weight, four VA-P(NB-r-OctNB)s with M n values of 292−1120 kDa were synthesized by introducing 1-hexene as a chain transfer agent during polymerization. Tensile testing of the VA-P(NB-r-OctNB) films revealed an increase in tensile toughness, accompanied by an increase in elongation at break, up to an M n value of 680 kDa. This discovery suggests that the entanglement network plays a crucial role in enhancing the fracture resistance of this COC, ultimately contributing to decoupling its stiffness and brittleness.