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Nilesh Kasar
Nilesh Kasar

Posted on • Originally published at thestackstories.com

Cloud Repatriation: The Hidden Costs of Public Cloud Architecture

When 37signals reported in late 2024 that they had saved over $2 million by leaving AWS, a wave of CTOs ran the numbers and quietly came to the same conclusion: for predictable, steady-state workloads, the public cloud has gotten expensive in ways that are hard to defend on a finance call.

Two years later, repatriation is not a fringe move. It is a default consideration on any infrastructure review at a company past Series B with stable demand.

The Three Cost Drivers Behind Repatriation

The math has not really changed. The visibility of the math has.

Egress Fees

AWS charges roughly $0.09 per GB out to the internet beyond the first 100 GB. For a company moving 200 TB/month, that is over $18,000 monthly — for the privilege of letting your data leave. Hetzner charges zero. Cloudflare R2 charges zero. The egress tax is now the single most cited reason for moving.

GPU Markups

H100 instances on AWS list at roughly 3-4x the bare-metal cost amortized over depreciation. For AI workloads, this delta is often the entire margin of the business.

Predictability Premium

Cloud is priced for elasticity. If your workload is not elastic, you are paying for an option you never exercise.

When Repatriation Does Not Pay

Repatriation is a trap for:

  1. Pre-Series-A startups (your time is more valuable than the savings)
  2. Genuinely bursty workloads (the cloud was actually designed for these)
  3. Compliance-heavy industries without dedicated platform staff
  4. Teams without at least one engineer who has run a fleet before

The Modern Hybrid Stack

The teams getting this right do not pick a side. They run a hybrid:

Workload Where it runs
Steady-state web tier Hetzner / OVH / colo
GPU training Lambda Labs, Crusoe, dedicated
Bursty traffic AWS, Cloudflare Workers
Object storage Cloudflare R2, Backblaze B2
Edge Cloudflare, Vercel

Tooling like Pulumi, Crossplane, and the maturing Talos Linux distribution have made multi-environment Kubernetes nearly turnkey for teams of any size.

The Real Takeaway

Cloud repatriation is not about hating AWS. It is about matching workload shape to pricing shape. The cloud is exquisite for spiky, unpredictable demand and miserable for steady-state at scale. Most companies have both — the question is whether your bill reflects that.

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Originally published on The Stack Stories.

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