I'm far from an expert in physics, I've gathered bits from wiki, books and educational videos. So I apologize in advance if my question is not well framed or plain stupid.
It's about particle / anti-particle pairs. I understand they can be created in (at least) the following ways:
from collisions or other energetic event, in which case their momentum must respect energy conservation, and they are real in the sense that they can interact in measurable ways with other particles.
as virtual particles in some computations. In this case, it is not clear to me if they are just mathematical tools or can have some measurable effect. From what I read, it's also not clear if there is a consensus on this.
as materialization of quantum fluctuations in a vacuum. I understand they usually annihilate rapidly, except if one of them gets sucked inside a black hole. It is not entirely clear to me if there is a consensus of the "reality" of these particles, although they are a good explanation for the Casimir effect and Hawkings radiation.
My question is about this last case of particle pairs created from empty space. Logically they should have a random momentum direction, because there is no reason for a particular direction to be favored. So if one could measure a sample of these particles' momentum vector, its average over many measurement should be zero. Even if it's not feasible right now, let's pretend this is a thought experiment. Let's repeat the experiment from another inertial frame, moving at a fixed speed w.r.t. the first experiment. Because all non-accelerating frames of reference are equivalent, we should get the same result, i.e. null average momentum vector. But if we consider each individual particle, it seems impossible that the statistical expectation of it's momentum vector is null in both reference frames, since they are moving w.r.t. one another.
Could someone help me resolve this paradox, and in doing so, maybe point out where I err in my reasoning or hypothesis?