I though I was just oversleeping my alarm but I tested it today and it's simply not turning on at all. I've used the stock alarm before so I don't know what is happening.
Essentially,
Set alarm
Alarm widget is green (indicating the alarm is on)
With Snooze activated
Alarm symbol INSTANTLY...