Cycling vs jogging up a steep slope

I've been on vacation this week, riding my MTB a bit, including some climbs. Some were the sort of climbs that you ride at a fast walking or slow jogging pace, in the granny and big cog.

During these climbs, I wondered: at what grade is riding harder and less efficient than walking / jogging?...