Coders & Pixels

Llm Inference

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Editorial illustration for Choosing an LLM Inference Architecture: How the Latency–Cost–Scalability Trilemma Shapes Your Deployment
AI & Machine Learning

Choosing an LLM Inference Architecture: How the Latency–Cost–Scalability Trilemma Shapes Your Deployment

LLM inference faces a trilemma: balancing latency, cost, and scalability. This article explores dedicated GPU clusters versus managed serverless endpoints to help you choose the optimal architecture for your application's needs.

David Ibrahim·November 11, 2026