Thanks for the reply! Yeah it makes sense that looping animations would have some limits. but the same RNG issue happens with single burst animations that don't loop at all.
Ah, You're right - increasing the particle number value works. I thought it works the other way around and I was increasing the burst particles instead, my bad!