And a Coulomb is one amp for one second, that's not exactly large either.
So it's not that coulombs and amps are too large a unit, it's that it's hard to convert and store large amounts of energy.
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Which I would say means that it's a bad unit. How about an amp for a nanosecond? That would lead to much more sensible numbers elsewhere.