The Inference Tax: How Prefix-Aware Routing Eliminates the Hidden Cost of LLMs at Scale

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https://www.digitalocean.com/blog/reduce-llm-inference-costs-prefix-caching

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The Inference Tax: How Prefix-Aware Routing Eliminates the Hidden Cost of LLMs at Scale | DigitalOcean

vLLM prefix caching and prefix-aware KV cache routing eliminate redundant LLM prefill costs at scale. Learn how DigitalOcean Serverless Inference reduces GPU compute waste by up to 4x on the same hardware.

The hidden cost of AI adoption: Why enterprises are worried about token economics - India Today

https://www.indiatoday.in/business/story/enterprise-ai-token-economics-rising-costs-challenge-sustainable-adoption-2917424-2026-05-26

The Inference Tax: How Prefix-Aware Routing Eliminates the Hidden Cost of LLMs at Scale | DigitalOcean

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