Well, I did notice I had to push down on the gas pedal a bit harder to get the car to go

But have you ever driven a car with the brake on? After the initial go from a stop (which takes a bit of power) it feels relatively unnoticeable other than the car seems a little slower. And no it was not just the car I was in because I have driven multiple cars with the parking brake on and it is the same way.