Section: Technology

The Cloud Monopsony

The abstraction of hardware into 'the cloud' has obscured massive rent-seeking behavior by the top three providers. Startups are incinerating venture capital on managed services that could run on a fraction of the cost using bare metal.

Cost Comparison: AWS vs Bare Metal

An analysis of standard compute workloads reveals a markup exceeding 400% for managed cloud services compared to unmanaged leased hardware. The following figures reflect a 32-core, 128GB RAM continuous workload.

Provider TypeMonthly CostEgress Transfer (/TB)Uptime SLA
AWS (EC2 m6g.8xlarge)$972.00$90.0099.99%
GCP (n2-standard-32)$1,004.00$85.0099.99%
Hetzner (AX101 Bare Metal)$108.00$0.00 (up to 1Gbit)99.9%

Server Cost Estimator

Estimate monthly AWS costs vs bare metal.


Estimated Cloud Cost: ~$1,200/mo | Bare Metal: ~$300/mo

Common Mistakes in Tech Procurement

  • Optimizing for developer convenience over gross margins.
  • Ignoring bandwidth egress costs until scale is reached.
  • Building microservices for monolithic workloads.

FAQ: Infrastructure Scaling

Doesn't the cloud save on DevOps salaries?
Initially, yes. But at scale, the cloud premium vastly exceeds the cost of a dedicated sysadmin team.
Is bare metal reliable?
With proper load balancing and redundancy, bare metal achieves the same practical uptime as cloud instances.

Take Action

The natural next step is obvious. Review our methodology for calculating these infrastructure costs on the Data desk. →

Internal Navigation & Context

Explore the interconnected impact of these policies across our other reporting desks.

Supporting data visualization