Many tests win on a small pocket of audience. When scaled, the system expands to less responsive users and performance normalizes.
This issue is common among Meta advertisers and usually indicates a structural or optimization problem that can be resolved with the right approach. Understanding the mechanism behind the problem is the first step to fixing it.