Anything that does not move in the game should be made static. The advantage of making objects static is, simply said, that Unity can run some optimizations and your game will possibly run faster.
Do keep in mind that 'static' does not have to be all or nothing. Besides the static checkbox you'll find a dropdown that shows information such as 'navigation static', 'lightmap static', etc.
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