AWS vs Azure vs Google Cloud: The Ultimate 2025 Comparison Guide

By Pilotcore

Choosing the Right Cloud Provider for Your Business

Main Takeaway: AWS remains the market leader with ~30% share, Azure holds 23%, and Google Cloud commands 13%. Each excels in distinct areas—AWS for breadth, Azure for hybrid and enterprise integration, and GCP for analytics/AI—so align your choice with your primary workloads, ecosystem dependencies, and long-term strategy.


1. Market Overview and Adoption

2025 Global Market Share

ProviderMarket ShareYoY Growth
AWS~30% [1][2]17.5% [1]
Microsoft Azure23% [3]33% [3]
Google Cloud13% [1]32% [1]
All Others~34%N/A

AWS leads but Azure and GCP continue rapid expansion in enterprise and AI/ML segments.


2. Detailed Provider Comparison

Amazon Web Services (AWS)

Best For: Broad service requirements, startups, SMBs, mature third-party ecosystem

  • Service Catalog: 200+ services across compute, storage, databases, networking, AI/ML, IoT, edge
  • Ecosystem: Largest partner and open-source support; custom chips (Graviton, Trainium, Inferentia) for optimized performance
  • Billing: Per-second compute billing; Savings Plans, Reserved Instances (up to 72% savings), Spot Instances (up to 90% savings)
  • Migration Tools: Application Migration Service, Database Migration Service, Migration Hub
  • Hybrid/Edge: AWS Outposts, Local Zones, Wavelength for low-latency and on-premises workloads
  • Sustainability: 100% renewable energy targets by 2025; publishes carbon footprint data
  • Notable Services: EC2, S3, Lambda, RDS/Aurora, SageMaker

Microsoft Azure

Best For: Microsoft-centric enterprises, hybrid deployments, compliance-heavy industries

  • Integration: Native connectors to Office 365, Teams, Active Directory; Azure AI Studio with OpenAI models
  • Billing: Per-second billing for both Linux and Windows VMs; Azure Hybrid Benefit leverages existing Windows Server/SQL Server licenses
  • Migration Tools: Azure Migrate, Database Migration Service, Site Recovery
  • Hybrid/Edge: Azure Arc, Azure Stack HCI, Azure Stack Edge for unified management across cloud and on-premises
  • Compliance & Security: 100+ compliance certifications including FedRAMP, HIPAA, GDPR
  • Sustainability: Carbon-negative by 2030; publishes real-time data on data-center emissions
  • Notable Services: Virtual Machines, Cosmos DB, Synapse Analytics, AKS, Azure DevOps

Google Cloud Platform (GCP)

Best For: Data analytics, AI/ML workloads, container-native applications

  • Analytics & AI: BigQuery for petabyte-scale analytics; Vertex AI with integrated Gemini models
  • Billing: Per-second billing; sustained-use discounts (up to 30%), committed-use discounts (up to 70%)
  • Migration Tools: Migrate for Compute Engine, Database Migration Service
  • Hybrid/Edge: Anthos for multi-cloud Kubernetes; Distributed Cloud Edge for telco and IoT use cases
  • Open Source Leadership: Kubernetes originator; strong support for TensorFlow, Istio, Knative
  • Sustainability: Carbon-neutral since 2007; 100% renewable energy match since 2017
  • Notable Services: Compute Engine, GKE, BigQuery, Cloud Spanner, Cloud Functions

3. Head-to-Head Feature Comparison

Compute, Storage, and Database

CategoryAWSAzureGoogle Cloud
ComputeEC2, Lambda, ECS/EKS, OutpostsVirtual Machines, Functions, AKSCompute Engine, Cloud Functions, GKE
StorageS3, EBS, EFS, GlacierBlob Storage, Managed Disks, FilesCloud Storage, Persistent Disk, Filestore
Relational DBRDS, AuroraSQL DatabaseCloud SQL
NoSQLDynamoDBCosmos DBFirestore
Data WarehouseRedshiftSynapse AnalyticsBigQuery

4. Decision Framework

4.1 Assess Requirements

Evaluate compute, storage, database, AI/ML, hybrid needs, compliance, budget, and team expertise.

4.2 Scoring Model (Example)

Assign weights to key categories (e.g., Compute 30%, Storage 20%, AI/ML 25%, Hybrid 15%, Cost 10%) and score each provider against use-case criteria.

4.3 Total Cost of Ownership

Include egress fees, premium support, compliance tooling, third-party licenses, and training costs.

4.4 Proof of Concept

Run representative workloads (web serving, analytics queries, ML training) across all three to benchmark performance, cost, and manageability.


5. Migration and Hybrid Strategies

ScenarioAWSAzureGCP
On-Premises MigrationApplication Migration Service, DMS, Migration HubAzure Migrate, Database Migration Service, Site RecoveryMigrate for Compute Engine, Database Migration Service
Hybrid ManagementOutposts, Local ZonesAzure Arc, Stack HCI, Stack EdgeAnthos, Distributed Cloud Edge

Considerations: data egress costs, service compatibility, vendor lock-in risks, operational complexity.


6. Vendor Lock-In & Ecosystem Fragmentation

  • Open-Source Solutions: Anthos, Crossplane, HashiCorp Terraform, VMware Tanzu for multi-cloud management.
  • Partner Networks: AWS Partner Network, Microsoft Partner Program, Google Cloud Partner Advantage.
  • All-Others Segment: ~34% market share includes Oracle Cloud, IBM Cloud, Alibaba Cloud, etc., reflecting ecosystem diversification.

7. Sustainability and Compliance

ProviderRenewable CommitmentCarbon Initiative
AWS100% renewable by 2025Publishes carbon footprint data
AzureCarbon-negative by 2030Real-time emissions dashboard
Google CloudCarbon-neutral since 2007100% renewable energy match

8. Industry Recommendations

IndustryPrimary RecommendationSecondary Recommendation
Startups/SMBsAWSGoogle Cloud
EnterprisesAzureAWS
Media & GamingAWSGoogle Cloud
Data Analytics & AIGoogle CloudAWS
Government & HealthcareAzureAWS GovCloud

Conclusion: No single “best” cloud; select based on aligned strengths. AWS excels in breadth and ecosystem; Azure dominates hybrid and enterprise integration; GCP leads in analytics, AI, and containerization. Architect for flexibility, assess via POC, and plan for sustainability and total cost of ownership.

Sources

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