Following a suggestion from a user on Hacker News, the tables on the Performance page now include the power consumption for each board.
The power consumptions range from a miserly 6 mA (the Maxim MAX32620FTHR) to a generous 144 mA (the Sipeed Maixduino).
For more information see Performance.