Different font sizes on different form components...?

I have a date picker, text input, and dropdown choice component and the text input has a different size font used for the label than the other two.

Is this meant to be this way? fixable with css?

If you are on a paid plan, you can definitely set up custom CSS to apply the styles you want to have on your components.