So, maybe you're a developer starting out, or maybe you're an engineer trying to figure out where to run your code, and the whole thing feels like a tricky one. As a developer advocate, one of the most common questions I get from folks who are brand new to the cloud is: "When should I use Cloud Run vs. Google Kubernetes Engine (GKE) vs. straight-up Google Compute Engine (GCE)?"
When you’re first getting started, the alphabet soup of cloud services can feel incredibly overwhelming, requiring you to change your code around a little bit to allow for everything to work. In addition, online tutorials often frame these services as "rivals," as if you must pick a single camp and stay there forever. But choosing the right "home" for your code doesn't have to be a dark art, nor is it a lifetime contract.
To help demystify things, let's think about cloud compute like housing, because it's a great metaphor for understanding how they each work:
Google Compute Engine (GCE) is like buying raw land and building a custom house. You are responsible for everything (plumbing, wiring, laying bricks, and patching the roof). It gives you 100% control, but it's a lot of manual labor.
Google Kubernetes Engine (GKE) is like leasing an apartment in a managed modern high-rise. You manage your own living space (containers), while the building manager (Kubernetes) handles the complex shared infrastructure, elevators, security, and heating. You can easily rent more rooms (scale up) if your family grows.
