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Art Hicks
Art Hicks

Posted on • Originally published at viviscape.com

The SLM Advantage: Why Enterprises Are Choosing Small Language Models Over GPT-Scale AI

Originally published at viviscape.com

Most enterprises are running GPT-4-scale AI against tasks a fine-tuned 7B model handles better - at 1/20th the cost. Small language models offer 10-30x cheaper inference, 5-60x faster latency, and often better task-specific accuracy for enterprise workloads like classification, extraction, and summarization. This article examines the SLM/LLM hybrid router architecture becoming the 2026 enterprise standard.

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