The invention relates to a core pulling machine for a plastic electric-fusing pipe. The core pulling machine comprises a fixed stander and a core pulling mechanism, wherein the fixed stander comprises support legs, wherein an upper bracket and a lower bracket are arranged on the support legs, front mounting frames and rear mounting frames are mounted between the upper bracket and the lower bracket, a front runner is mounted on the front mounting frames, a rear runner is mounted on the rear mounting frames, first and second left sliding blocks and first and second sliding blocks are respectively mounted on the front runner and the rear runner, a blanking hopper is mounted among the front runner, the rear runner and the lower bracket, a front sliding rail and a rear sliding rail are mounted on the upper bracket, front guiding blocks and rear guiding blocks are respectively arranged on the front sliding rail and the rear sliding rail, and a left protection cover and a right protection cover are respectively mounted on the front guiding blocks and the rear guiding blocks; the core pulling mechanism comprises a front mounting plate, a rear mounting plate, a left mounting plate and a right mounting plate, a left air cylinder and a rear air cylinder are respectively arranged on the left mounting plate and the right mounting plate, a left baffle and a right baffle are mounted between the front mounting plate and the rear mounting plate, left core pulling holes and right core pulling holes are respectively formed in the left baffle and the right baffle, a left connecting plate is mounted on the first left sliding block, a left connecting sleeve and a left connecting pin are arranged on the left connecting plate, a left clamping plate is mounted on the second left sliding block, a left clamping trough and a left core trough are formed in the left clamping plate, a left core support plate is clamped in the left clamping trough, a left core is inserted into the left core support plate, a right connecting plate is mounted on the first right sliding block, a right connecting sleeve and a right connecting pin are arranged on the right connecting plate, a right clamping trough and a right core trough are formed in the right clamping plate, a right core support plate is clamped in the right clamping trough, a right core is inserted into the right core support plate.