Yes, the throttle controller makes your car faster, but does not increase the horsepower. You will however be able to access the horsepower faster .

This is because the throttle controller will help you control your car's  acceleration. You'll be able to accelerate more quickly from a dead stop, which means that you can get on the highway or make it up hills faster than before.(www.potentbooster.net)