AI Infrastructure TCO: On-Premises vs Cloud

By DanOlds | May 6, 2026

New Report — May 2026 I finally ran the detailed cost comparison I’ve wanted to see for years: a real, apples-to-apples TCO analysis of a production 248-GPU AI cluster running on-premises versus AWS, Google Cloud, and Oracle Cloud. Same workload. Same performance target. Real pricing. No spot instances. No vendor fluff. If you’re trying to decide…

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