Unified LLM Gateway Slashes API Costs by 40% Without Application Changes

Managing multiple LLM providers creates billing complexity and hidden costs. This approach demonstrates how standardizing on OpenAI-compatible APIs enables substantial savings without architectural changes. The 40% reduction reveals that cost optimization often hinges on operational efficiency and pricing transparency, not model selection or prompt engineering.