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GCP to AWS Migration
While Google Cloud is a strong choice for data analytics and machine learning, many companies choose to migrate to AWS due to:
| Criteria | AWS | GCP |
|---|---|---|
| Global Coverage | 32 regions & 102 availability zones | 38 regions |
| Cost Predictability | Savings Plans, Spot Instances, Reserved Instances | Variable and less predictable pricing |
| Security & Compliance | Robust certifications and dedicated tools | Strong security, but fewer native tools |
| Open Source Support | Native support for Kubernetes, Linux, PostgreSQL, MySQL | Strong in BigQuery and AI, but less broad |
| Scalability | On-demand expansion without disruption | Some limitations in regional scaling |