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Simple reason. Normal size marbles would require the tracks and the lift mechanism to be much bigger. which would mean, the whole print would become even bigger and longer then it already is, or the tracks for the marbles to roll on would had to be much shorter.

a secondary reason is that normal marbles are much lighter then ball bearings which makes them roll less well on gentle slopes.
That is why. ;)