What are the advantages and disadvantages of each version of Azura's Star?

At the completion of the quest "The Black Star," you are given the choice to pick between:

Having Azura repair the star (restoring it to the "classic" version, which captures only non-human souls) or having Nelacar repair it (restoring it to the black version, which captures only human souls).

What are the (dis)advantages of each?

I'd seen some mention that human souls are more powerful than most non-human for enchanting, but can I fill the black star with bandit's souls or just with named NPCs? Also, if I don't have Azura repair it, will I be missing out on an Oghma Infinium-type quest (a la Oblivion)?

As far as I understand it, the only thing that matters for enchanting is the level of creature or human you soul trap. So it doesn't matter if you use a human soul or a creature soul.

However, nearly all soul gems only trap creature souls: only black soul gems will trap human souls. And black soul gems are pretty rare. Black soul gems (including the Black Star) work on humans of any level, including common NPCs like bandits. So if you're looking to expand your soul trapping opportunities, having Nelacar repair it is prudent.

However, siding with Nelacar will prevent Aranea from ever becoming a follower, which might not be what you want. While it's stated to only hold Black Souls (Humanoids) it can actually hold all types of souls, making it a straight up upgrade, as long as you're willing to go that way in the quest line.

In terms of a quest to collect all the Daedric artifacts, I'm not aware of any in game. However, if you're an achievement collector, all three platforms have:

Oblivion Walker

Collect 15 Daedric Artifacts

But both versions of the Azura's Star count for it, so choose whatever you want.

And as an aside, there is an Oghma Infinium quest, just not in the same style as Oblivion:

The reward for the quest Discerning the Transmundane is the Oghma Infinium, one of the 15 Daedric artifacts.