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You can answer this for yourself by going on exoclick and looking at the premium site list for every ad size.
If you do that, what you'll see is that people predominantly use 300x250 for desktop, and 300x100 for mobile.
I doubled my daily banner income by switching from 160x600/728x90/300x50 to 300x250/300x100.
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