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Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference

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Published in:ArXiv cs.AR Recent Papers
Format: Online Article RSS Article
Published: 2026
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publishDateSort 2026
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spellingShingle Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference
ArXiv cs.AR Recent Papers
Chemical Engineering
Engineering & Technology
sub_discipline_display Chemical Engineering
sub_discipline_facet Chemical Engineering
subject_display ArXiv cs.AR Recent Papers
Chemical Engineering
Engineering & Technology
ArXiv cs.AR Recent Papers
Chemical Engineering
Engineering & Technology
subject_facet ArXiv cs.AR Recent Papers
Chemical Engineering
Engineering & Technology
title Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference
title_auth Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference
title_full Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference
title_fullStr Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference
title_full_unstemmed Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference
title_short Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference
title_sort silicon showdown: performance, efficiency, and ecosystem barriers in consumer-grade llm inference
topic ArXiv cs.AR Recent Papers
Chemical Engineering
Engineering & Technology
url https://arxiv.org/abs/2605.00519v1