There's nothing special about "3 phases". The charge goes faster because it's 400+ volts at 30+ amps. (Remember, the important part is "energy" and you get it by a combination of electric "pressure", i.e., voltage in volts, and flow rate / "pipe cross sectional width", i.e., current in amperes).
It's just that on power distribution networks, anything above about 240 volts is usually delivered via 3ø wiring connected in either "wye" (Y) or "delta" format (the difference being how the grounding works, and the relative phase-to-phase voltage). The reasons for this are basically historical: big heavy industrial electricity users needed 3 phases to drive their big heavy 3ø electric motors. They were the only ones willing to pay up for the extra wiring involved. So the distribution network was built around those willing to pay, and now, the usage network is built up around the distribution network, etc.