Does Anyone Know a Reliable 3rd Party Instagram App Ad Block That Actually Works?

Have you tried "AdGuard"?

It’s not specifically for Instagram, but it blocks ads across most apps, including Instagram.

It’s been pretty reliable for me, but it’s a paid service.

Might be worth it if you’re really fed up with ads.