Nope, not with brushless motors and lipos. Would be true for IC motors, but with brushless motors there's no difference in acceleration at different gearing - only top end speed.

The upside of a lower gear ratio (larger spur gear) you may wonder? Less heat!

46t = less heat. 44t = more speed.