Can a wire gauge be too large?

Bing "voltage drop and wire sizing"

Larger wire have less voltage drop as a smaller wire over the same distance. Look at the improvements my headlight relay kit has over the stock wiring in light output. It's a huge difference going from 16ga to 12 ga wire for the voltage at the light.