{"slug":"aws-vs-google-cloud","question":"AWS vs Google Cloud","answer":"AWS dominates market share with 32% of the global cloud market (2025) and 200+ services, while Google Cloud holds 11% market share (2025) but excels in data analytics, machine learning, and AI capabilities. AWS offers broader service breadth and regional availability; Google Cloud provides superior data integration and competitive pricing on compute-heavy workloads.","answer_curated":true,"verdict":"Choose AWS if you need the broadest service portfolio, strongest enterprise support, and largest ecosystem of third-party integrations—ideal for complex, multi-service architectures. Choose Google Cloud if you prioritize AI/ML capabilities, data analytics performance (BigQuery), competitive pricing on compute workloads, or have significant investments in Google's data stack.","keyDifferences":[{"label":"Global Market Share","winner":"a","entityAValue":"32% (2025)","entityBValue":"11% (2025)"},{"label":"Total Cloud Services Available","winner":"a","entityAValue":"200+ services","entityBValue":"100+ services"},{"label":"Global Regions","winner":"b","entityAValue":"33 regions (2026)","entityBValue":"40+ regions (2026)"},{"label":"AI/ML Service Maturity","winner":"b","entityAValue":"SageMaker ecosystem","entityBValue":"Vertex AI (more integrated)"},{"label":"Enterprise Customer Base","winner":"a","entityAValue":"Millions of active customers","entityBValue":"~7 million active customers"}],"winner":{"slug":"google-cloud-platform-gcp","name":"Google Cloud Platform (GCP)"},"confidence":"high","entities":[{"name":"Amazon Web Services (AWS)","slug":"amazon-web-services-aws","url":"https://www.aversusb.net/entity/amazon-web-services-aws","alternativesUrl":"https://www.aversusb.net/api/v1/alternatives/amazon-web-services-aws"},{"name":"Google Cloud Platform (GCP)","slug":"google-cloud-platform-gcp","url":"https://www.aversusb.net/entity/google-cloud-platform-gcp","alternativesUrl":"https://www.aversusb.net/api/v1/alternatives/google-cloud-platform-gcp"}],"faqs":[{"question":"Which cloud platform is best for machine learning and AI?","answer":"Google Cloud has a clear advantage with Vertex AI, a unified end-to-end ML platform that integrates BigQuery, AutoML, and model serving in one console. AWS SageMaker is more mature overall but requires more manual orchestration across separate services. For teams building production ML pipelines quickly, Google Cloud's integrated approach wins; for customization-heavy ML workloads, AWS's flexibility may suit better."},{"question":"How much will it cost to run my application?","answer":"Google Cloud offers simpler, more predictable pricing with sustained-use discounts up to 30% and a clear cost calculator. AWS pricing is more complex with 140+ pricing dimensions across services, making per-workload cost estimation harder but offering more granular control. For predictable, budget-friendly pricing, GCP is easier; for complex, multi-service architectures where detailed tuning matters, AWS's transparency in consumption-based pricing can help optimize over time."},{"question":"Which platform has better data analytics capabilities?","answer":"Google Cloud's BigQuery is purpose-built for large-scale SQL analytics, delivering petabyte-scale queries in seconds with minimal tuning. AWS offers Athena, Redshift, and EMR as best-of-breed alternatives but requires more architecture and tuning. For pure analytics performance and ease of use, BigQuery (GCP) is faster; for diverse workload support and integration with on-premises systems, AWS offers more optionality."}],"attribution":{"source":"A Versus B","url":"https://www.aversusb.net/compare/aws-vs-google-cloud","license":"CC BY 4.0","citationFormat":"According to A Versus B (https://www.aversusb.net/compare/aws-vs-google-cloud), AWS dominates market share with 32% of the global cloud market (2025) and 200+ services, while Google Cloud holds 11% market share (2025) but excels in data analytics, machine learning, and AI capabil","dateModified":"2026-10-15T19:19:07.949Z"},"relatedQuestionsUrl":"https://www.aversusb.net/api/faq/aws-vs-google-cloud","relatedComparisonsUrl":"https://www.aversusb.net/api/v1/related/aws-vs-google-cloud","knowledgeGraphUrl":"https://www.aversusb.net/api/knowledge-graph/aws-vs-google-cloud"}