Probably" carries a greater degree of certainty, it means reasonably true without much doubt.
Ex- Probably it will rain. ( 90% chance)
Maybe" means possibly but not certainly.
Ex- Maybe it will rain. Maybe it won't. (50% chance)
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Probably means the likely hood it will happen is high, maybe means there is no way to know if and/or when it might happen if it happens at all.