HPE says an internal hybrid routing platform cut token costs for coding agents by 30% to 50%. Complex tasks are assigned to frontier models, while routine operations use open-weight models hosted on HPE’s private cloud. The company also claims savings of 40% to 55% per token and an approximately 50% advantage in total cost of ownership over major public clouds. However, these findings come from HPE’s own analyses of its own infrastructure, which entails capital expenditures, operational overhead and the need for in-house expertise.
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