You'll probably gain a watt or two but that's not enough to notice just by riding.

There are several websites with objective tests. Bicycle rolling resistence.com is one. They show watts by various manufacturers, width and pressure. Take a look at this and others and you'll get unbiased and objective input instead of personal perspectives of individual posters complete with biases.