350 Watts Max, 4' Run: Is 10-Gauge Worthwhile?

It somewhat depends on the battery voltage. The current is what matters. Assuming the current limit is around 15A, 16ga will probably be OK. The difference in the losses won't make enough difference to notice. If the existing wire gets warm (or hot) after running full speed for a while, then you might consider it.
 
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