Cloud & Infrastructure · Google
GCP
Also known as: Google Cloud Platform, Google Cloud
Google's cloud platform — strongest in data analytics, ML infrastructure, and containerized workloads. BigQuery and GKE are leading products.
Google Cloud Platform is Google's cloud offering. GCP has historically been strongest in data analytics, machine learning infrastructure, and containerized workloads — BigQuery and Google Kubernetes Engine (GKE) are leading products in their respective categories.
For general enterprise infrastructure work, GCP is the least common of the three major clouds in mid-market environments. Where it tends to appear: organizations with heavy data engineering or ML workloads, companies deeply integrated with Google Workspace that want a native cloud extension, or teams that standardized on Kubernetes early.
One architectural difference worth knowing: GCP uses a global VPC model by default, where a single VPC spans all regions. AWS and Azure use regional VPCs. This can be a meaningful advantage for distributed workloads — or a surprise for teams coming from the other platforms.
The practical guidance: if you don't have a specific reason to be on GCP, you're likely better served by Azure (if Microsoft-first) or AWS (if cloud-native or vendor-neutral). GCP's pricing is competitive and its Kubernetes offering is the strongest of the three, but those advantages only matter if your workloads require them.