I feel like the orb drop rate has decreased ever since I've completed the 4 star gear.
the 5 star orb drop rate is fine for me, but advanced and elite orbs have just gone WAY too down, I keep doing depth 9-17 and getting nothing, and I do missions repetitively like Built to Destroy, Axes of Evil, I didn't even get 1 single orb from running The Sovereign Slime 3 times with 3 other people.
So has the drop rate decreased or something?
(And I know you can buy orbs from the supply depot)
Well, Lancer Knightz has been collecting data on orb drops since 2013/12/26. I don't have the numbers in front of me right now, but I doubt that they will show any significant trend. Generally, to estimate the frequency of a rare occurrence, we need a whole lot of data.
In other words, you might be right, but it's hard to gather enough data to argue convincingly that you're right (or wrong).