Analyst Report
What Does AI Infrastructure Really Cost at Scale?
Independent report by Olds Research reveals public cloud costs are 4–6x higher than Penguin Solutions’ on-premises deployment over five years.
Synopsis
For organizations scaling from pilot projects to production AI, infrastructure decisions dictate cost, performance, and operational control. This report provides CIOs and enterprise architects with the data needed to evaluate the financial impact of cloud and on-premises deployment models.
What's Inside
- Three- and five-year TCO comparison of Penguin Solutions on-premises AI infrastructure and three major cloud providers.
- Detailed cost breakdowns: compute, storage, networking, facilities, support, and personnel.
- Guidance on when sustained demand and higher utilization strengthen the business case for owned infrastructure.
Analyst Report
What Does AI Infrastructure Really Cost at Scale?
Independent report by Olds Research reveals public cloud costs are 4–6x higher than Penguin Solutions’ on-premises deployment over five years.