I certainly see the notifications for incomplete tasks from Reminders on my lock screen every time I lift my iPhone. I have one I've been ignoring for weeks. Seems pretty persistent to me...
I have used that, it's pretty nice! For now I settled on TickTick cause it's easy to use from my Linux laptop and my iOS devices. If you are fully Apple, Due is a good choice.