Is PoE more efficient than plugging in adapters for each network device?

And at what scale does it start to matter?

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From my perspective; I’m going for a 3 node mesh router, plus 2 switches, and was considering if in 5 years time the electricity difference would be less than the extra upfront cost. The absolute max length of cable would probably be around 30m