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this post was submitted on 04 Apr 2026
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llm end-user energy consumption is pretty low. probably depends on the provider rates and your dev salaries.
Inference is not that cheap. It is cheap when compared with training. Try running LLMs on a laptop and watch how quickly your battery is sucked dry. This is still the case when you have a GPU.
i'm probably using more power to microwave my pasta dinner
Yeah but inference cannot exist without the prohibitively expensive up-front cost of training. And of course the larger the model the more costly the inference. That's why you read stories like "new trend in SV: pay in tokens." Opus 4.6 is gonna mop the floor with a 2B param model designed to run on an edge PC, but the cost of getting to the point that it can be used, and actually using it, is still very high.