You're welcome. To be fair, both components could use an upgrade for this game depending on the settings you wish to run, but this will help you identify which is giving you a bigger problem.
Also note that PS2 isn't the most optimized game out there. It's come a long ways since it was released, but there is still room for improvement.
Best of luck!