# Why Cloud Providers Are Hiking vCPU-to-Memory Ratios

Page: https://stenobird.com/podcast/cloud-computing-with-fexingo-aws-azure-gcp-and-modern-infrastructure-conversations-7871918/why-cloud-providers-are-hiking-vcpu-to-memory-ratios
Text version: https://stenobird.com/podcast/cloud-computing-with-fexingo-aws-azure-gcp-and-modern-infrastructure-conversations-7871918/why-cloud-providers-are-hiking-vcpu-to-memory-ratios.md
Podcast: [Cloud Computing with Fexingo: AWS, Azure, GCP, and Modern Infrastructure Conversations](https://stenobird.com/podcast/cloud-computing-with-fexingo-aws-azure-gcp-and-modern-infrastructure-conversations-7871918)
Published: 2026-06-16T19:59:31+00:00
Episode link: https://audio.fexingo.com/business/cloud-computing/episode-0055.mp3
Audio file: https://audio.fexingo.com/business/cloud-computing/episode-0055.mp3
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JSON: https://stenobird.com/v1/public/podcasts/cloud-computing-with-fexingo-aws-azure-gcp-and-modern-infrastructure-conversations-7871918/episodes/why-cloud-providers-are-hiking-vcpu-to-memory-ratios
Duration seconds: 678

## Resource

Episode 55 of Cloud Computing with Fexingo dives into a quiet but costly trend: cloud providers are reconfiguring their instance families to offer higher vCPU counts with less memory per core. Lucas and Luna break down how this shift affects database workloads, Java applications, and containerized services. Using a real-world example of a fintech startup that saw a 23 percent cost increase after being forced into a newer instance generation, they explore why AWS, Azure, and GCP are making these changes. They discuss how memory-intensive workloads get squeezed, what FinOps teams can do to push back, and why reserved instances and custom machine types still matter. The episode also covers the strategic rationale: providers want to maximize GPU allocation for AI training, so they’re reshaping general-purpose compute. If you manage cloud spend or architect infrastructure, this is a 2026 shift you can’t ignore. #CloudComputing #FinOps #vCPU #MemoryRatio #AWS #Azure #GCP #InstanceFamilies #CloudCost #AIInfrastructure #WorkloadOptimization #ReservedInstances #Containerization #DatabasePerformance #Technology #CloudStrategy #FexingoBusiness #BusinessPodcast Keep every episode free: buymeacoffee.com/fexingo

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