the items with a crown in the corner are give to those that start a raid or get MVP....

and they're typically shards so you have to collect enough to craft the item....

as for the other items drop:

Quote Originally Posted by Draghorn View Post
I believe those are friend points.
and those friend gachas do help quite a bit