If you’re on the beta, under Taskbar settings > Taskbar behaviors, you can now select options under Show smaller taskbar ...

Android is all about customization, but many devices still have fixed icon sizes. If they can be resized, the option is usually hard to find. Perhaps you want them bigger so you can see them ...