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

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.