Apple @ Work: Next to a growing token bill, Macs might start looking like a bargain - 9to5Mac

The author argues that in enterprise environments, the high cost of cloud AI token usage for agentic workloads makes local Apple Silicon hardware look increasingly cost-effective. By running open-weight models locally on unified memory Macs, companies can achieve significant return on investment through rapid payback periods compared to continuous cloud API fees. However, this economic argument relies on open-weight models remaining sufficient for daily routine tasks while complex reasoning workloads continue to require cloud frontier models. Open article →