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An odd HP lets you switch into entry hazards repeatedly. With Leftovers, making your HP divisible by 16 gives you optimal recovery every turn. As for an even HP, that's generally for things like Belly Drum and a Sitrus Berry so that when it divides your HP, it hits exactly 50% and triggers automatically.
After these factors, muh HP investments are to deal with specific things.