# Why Cheaper Models Alone Won’t Save Your AI Budget
Organizations looking to reduce AI infrastructure costs cannot rely solely on deploying cheaper models, according to analysis from The New Stack. The report suggests that cost optimization requires a comprehensive approach extending beyond model selection to encompass infrastructure efficiency, operational practices, and resource management strategies.