Local AI vs Cloud AI: The Break-Even Is About Utilization, Not Tokens

One vendor says $1,500 gets you running a local LLM. Another quotes a $237,000 annual floor. Both are telling the truth — and neither number is the one that decides whether on-premise AI makes sense for you.