When you prompt a local LLM, thousands of matrix multiplication operations execute simultaneously across billions of model parameters. Graphics processing units (GPUs) feature thousands of dedicated p
As software engineering teams move generative AI features and autonomous agents into production, API billing rapidly evolves from a minor experimental charge into a major infrastructure expense. Large
For small development teams in 2026, the right answer depends on workload predictability, control requirements, engineering capacity, latency needs, and long-term operating costs. This guide compares