Cloud Vendor Evaluation Matrix

Help me create a cloud vendor evaluation matrix for my organization:

Organization Type: [STARTUP/SMB/ENTERPRISE/GOVERNMENT]
Primary Workloads: [DESCRIBE MAIN WORKLOADS]
Existing Technology Ecosystem: [MICROSOFT/GOOGLE/AWS/MIXED]
Team Skills: [DESCRIBE TEAM CLOUD EXPERIENCE]
Budget Range: [ANNUAL CLOUD BUDGET]
Key Decision Drivers: [COST/FEATURES/SUPPORT/COMPLIANCE/ECOSYSTEM]

Evaluate cloud vendors across these six dimensions:

1. Service Portfolio and Maturity
- Compare compute offerings across EC2 and Lambda versus Compute Engine and Cloud Functions versus Virtual Machines and Azure Functions. Evaluate managed database services breadth and maturity across all three providers. Compare container orchestration options including EKS versus GKE versus AKS with feature completeness. Assess AI and ML service portfolios including SageMaker versus Vertex AI versus Azure ML. Evaluate serverless platform maturity and feature completeness. Compare networking service sophistication and global backbone infrastructure. Rate each provider on service release velocity and innovation track record. Score services relevant to your specific workloads on a one-to-five scale.

2. Pricing and Cost Structure
- Compare on-demand pricing for equivalent compute, storage, and database configurations. Evaluate commitment discount programs including Reserved Instances and Savings Plans versus CUDs versus Reserved Instances. Compare free tier offerings and startup credit programs. Analyze data egress pricing and cross-service data transfer costs. Evaluate licensing implications for Windows, SQL Server, and Oracle workloads. Compare support plan pricing and included support levels. Model total cost of ownership for your specific workloads across all three providers. Assess pricing transparency and predictability.

3. Security and Compliance
- Compare compliance certification coverage including SOC2, HIPAA, PCI-DSS, FedRAMP, and ISO. Evaluate native security tooling including GuardDuty versus Security Command Center versus Defender for Cloud. Compare IAM sophistication and access management capabilities. Assess encryption options and key management services. Evaluate network security features including firewalls, WAF, and DDoS protection. Compare security monitoring and threat detection capabilities. Rate compliance automation and audit readiness tools. Assess security incident response track record and transparency.

4. Developer Experience and Tooling
- Compare CLI tools, SDKs, and API design quality and consistency. Evaluate infrastructure as code support across native and third-party tools. Assess documentation quality, completeness, and currency. Compare CI/CD integration options and managed DevOps tooling. Evaluate local development and testing tools including emulators and local stacks. Compare marketplace and partner ecosystem breadth. Assess community resources including Stack Overflow coverage, GitHub examples, and training materials. Rate developer portal and console usability.

5. Enterprise Readiness
- Compare multi-account and organization management capabilities using Organizations versus Projects versus Management Groups. Evaluate hybrid cloud strategies including Outposts versus Anthos versus Azure Arc. Assess enterprise support responsiveness and technical account management quality. Compare enterprise landing zone solutions and governance frameworks. Evaluate migration tooling and professional services for large-scale migrations. Compare global infrastructure footprint including regions, availability zones, and edge locations. Assess enterprise agreement flexibility and commercial terms. Rate integration with existing enterprise tools and workflows.

6. Strategic Alignment
- Evaluate vendor roadmap alignment with your technology direction. Assess vendor lock-in risk and portability options for each major service. Compare ecosystem partnerships and marketplace integrations relevant to your industry. Evaluate talent availability and hiring market for each cloud platform. Assess vendor financial stability and long-term viability. Compare industry-specific solutions and reference architectures. Evaluate community and user group activity for knowledge sharing. Rate overall strategic partnership value beyond infrastructure.

For each dimension provide a weighted scoring methodology, data sources for evaluation, comparison tables, a final recommendation with justification, and risk factors for the recommended provider.