As it turns out, the answer is yes: Mowing faster pushes the engine harder and burns more gas. So, in terms of efficiency, slow and steady wins this race.
Does Mowing Faster Actually Use More Gas?

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As it turns out, the answer is yes: Mowing faster pushes the engine harder and burns more gas. So, in terms of efficiency, slow and steady wins this race.