If you had a very large chain of if else statements, then, yes, you might feel the difference. But it is very unrealistic that you'll ever write such a long ifelse chain. And if even you did, it's still very unlikely that that is where your performance bottleneck would be.
Write your code to be readable first, and let yourself be guided by a profiler when the need for performance optimization arises.