We measure power consumption from the whole system when idle and when gaming, excluding the monitor.
The Nvidia GTX 1070 is very efficient, and our system was only taking around 240 watts from the socket when we were playing the latest Tomb Raider game, which is around 30 less than the GTX 1080 under the same conditions. This ties in perfectly with the Nvidia claims.