The cloud market leader vs the data and AI platform. Which cloud belongs in your stack?
Bottom line: AWS is the safer enterprise choice — more services, more regions, more third-party support, and the largest talent pool. Google Cloud leads on BigQuery (data warehousing), Vertex AI (ML), and Kubernetes (GKE). For general workloads, AWS. For data analytics and AI/ML pipelines, GCP is often better and sometimes cheaper.
| Feature | AWS | Google Cloud |
|---|---|---|
| Market share | ~31% (#1) Win | ~11% (#3) |
| Number of services | 200+ Win | 100+ |
| Global regions | 33 regions Win | 40 regions |
| Data analytics (BigQuery) | Redshift | BigQuery best-in-class Win |
| Machine learning / AI | SageMaker | Vertex AI + Gemini Win |
| Kubernetes | EKS | GKE (K8s inventors) Win |
| Serverless functions | Lambda | Cloud Functions |
| Enterprise adoption | Dominant Win | Growing |
| Free tier | ✓ 12-month + always free | ✓ $300 credit + always free |
| Pricing model | Per hour | Per second + auto discounts Win |
| Developer talent pool | Largest Win | Growing |
| Networking (VPC) | ✓ Excellent | Global VPC (better architecture) Win |
Google BigQuery is widely considered the best serverless data warehouse available. It can query petabytes of data with no infrastructure management, uses a columnar storage format that makes analytical queries blazing fast, and has ML integration built in. For data teams, BigQuery alone is often the reason to choose GCP.
AWS's dominance is self-reinforcing: more companies use AWS, so more third-party tools integrate with AWS first, which means more developers know AWS, which means more companies hire AWS-experienced engineers, which means more companies use AWS. This network effect makes AWS the default choice unless you have a specific reason to choose otherwise.
Widest service coverage and enterprise adoption
BigQuery is the best serverless warehouse
Vertex AI, Gemini, and TPU access
GKE — Google invented Kubernetes
Most AWS-certified engineers available
Per-second billing, automatic discounts