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Position: LLM Inference Should Be Evaluated as Energy-to-Token Production

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Published in:ArXiv cs.DC Recent Papers
Format: Online Article RSS Article
Published: 2026
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container_title ArXiv cs.DC Recent Papers
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discipline_display Engineering & Technology
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format Online Article
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genre Journal Article
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institution FRELIP
journal_source_facet ArXiv cs.DC Recent Papers
publishDate 2026
publishDateSort 2026
record_format rss_article
spellingShingle Position: LLM Inference Should Be Evaluated as Energy-to-Token Production
ArXiv cs.DC Recent Papers
Computer Science & IT
Engineering & Technology
sub_discipline_display Computer Science & IT
sub_discipline_facet Computer Science & IT
subject_display ArXiv cs.DC Recent Papers
Computer Science & IT
Engineering & Technology
ArXiv cs.DC Recent Papers
Computer Science & IT
Engineering & Technology
subject_facet ArXiv cs.DC Recent Papers
Computer Science & IT
Engineering & Technology
title Position: LLM Inference Should Be Evaluated as Energy-to-Token Production
title_auth Position: LLM Inference Should Be Evaluated as Energy-to-Token Production
title_full Position: LLM Inference Should Be Evaluated as Energy-to-Token Production
title_fullStr Position: LLM Inference Should Be Evaluated as Energy-to-Token Production
title_full_unstemmed Position: LLM Inference Should Be Evaluated as Energy-to-Token Production
title_short Position: LLM Inference Should Be Evaluated as Energy-to-Token Production
title_sort position: llm inference should be evaluated as energy-to-token production
topic ArXiv cs.DC Recent Papers
Computer Science & IT
Engineering & Technology
url https://arxiv.org/abs/2605.11733v1