A straight pipe exhaust will greatly reduce the pressure of exhaust gasses the engine has to work against expelling. Given this cleared space and flow, both your torque and horsepower figures will increase significantly. There are some caveats, though. The legality of straight pipes varies from state to state and even county to county. Given the noise, it may get you in trouble, and if muffler deletes are present, you may face further consequences.