AI Demand Holds Firm as GPU and Memory Pricing Diverge

In a report on accelerating token spend growth in October alongside uneven GPU rental and memory pricing, the analysis argues that the latest data collectively point to continued strength in AI infrastructure demand, even as pricing signals from GPU rentals and memory spot markets were mixed. The note draws on a monthly snapshot of one week of usage and pricing data across roughly 300 large language models listed on OpenRouter, an aggregation platform that routes API requests through a single endpoint, alongside Bloomberg GPU rental indices and memory price data.


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