Compute Engine
Google Cloud's Infrastructure-as-a-Service offering, providing full virtual machines with complete OS-level control. It is the right choice specifically when a workload needs custom software, specific OS configurations, or hardware-level access that GKE and Cloud Run don't expose.
Frequently Asked Questions
Why would anyone choose Compute Engine over GKE or Cloud Run in 2026?
Compute Engine is the fallback when a workload needs something the managed platforms don't expose — a specific kernel module, licensed software requiring a particular OS image, GPU/TPU configurations tied to bare-metal-adjacent access, or legacy applications that were never containerized and aren't worth re-architecting. It's genuinely more operational overhead (patching, scaling, security hardening are all your responsibility), so it should be a deliberate choice driven by a real technical requirement, not a default.
What's a common Compute Engine cost mistake?
Running VMs 24/7 at on-demand pricing for predictable, steady-state workloads instead of committing to Committed Use Discounts, which can cut costs significantly for 1- or 3-year commitments. The other frequent mistake is leaving unattached persistent disks and unused static IPs around after deleting the VM that used them — both continue billing indefinitely and are easy to lose track of without regular resource audits.