iPad inbox out of date
So I went through the settings to see what might have been different. The only thing I noticed was that I was syncing "unlimited" emails on my iPad but only a month on my phone. I changed the setting on my iPad and the inbox seems to have cleaned itself up. We'll see if it sticks. I'll mark this as answered tomorrow if it does.