225–333% ROI on $6K–9K monthly spend

- An operator reported achieving 225–333% ROI by spending $6,000–$9,000 per month across 37 tasks using tiered models and memory compression. - @MGMurray1 shared the numbers in X threads as a concrete example of coupling cost controls with model selection. - That real-world ROI claim is being cited in FinOps discussions about how to structure tiered inference and memory strategies for cost-effective automation (x.com).