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Interesting. Seems to be non-deterministic. Each time the ball falls to a different side.

floating point rounding errors

Floating point rounding errors are deterministic.

in math, yes

in computers, yes and no.

I wonder if it rather has to do with clocks (discretizing the simulation steps). Probably in a real-time system it might be deterministic?