Cloud Research & Benchmarks (2026)
Original AWS, Azure, GCP, FinOps, and DevOps benchmarks from SkilBrill Research
Definitive 2026 cloud-research hub: enterprise AWS architecture benchmarks, global cloud skills & salary reports, certification ROI studies, multi-cloud talent market analysis, FinOps cost benchmarks. All reports are public-source synthesis with CC-BY-4.0 downloadable datasets, reproducible methodology, and verifiable code snippets.
What You’ll Find in This Guide
Comprehensive Guides & Roadmaps
The 2026 Enterprise AWS Architecture Benchmark Report
TL;DR. AWS enterprise architecture in 2026 is dominated by a serverless-first default (~63% of new greenfield workloads), multi-region active-active patterns,…
Global Cloud Skills & Salary Report 2026
TL;DR. Global cloud-engineering salaries in 2026 are driven by three premium factors: cloud provider breadth (AWS + Azure dual-cloud commands…
State of Cloud Certifications 2026: Skills, Salaries & Hiring Trends
TL;DR. In 2026, AWS Solutions Architect — Professional leads certification ROI with a ~$18k median salary delta within 12 months…
Enterprise Cloud Adoption Benchmark Study 2026
TL;DR. In 2026, replatform is the median enterprise cloud migration strategy (~48% of surveyed enterprises), rehost comes second (~32%), and…
AWS Architecture Trends Report: What Top Enterprises Are Building (2026)
TL;DR. The 2026 AWS enterprise landscape is shaped by four converging trends: serverless-first default (~63% of new greenfield workloads), Lakehouse…
Cloud Transformation Success Rates: Industry Research Report (2026)
TL;DR. Across surveyed enterprises in 2026, ~38% of cloud transformation programs meet their KPIs on time, ~29% partially meet them,…
AWS Security Benchmark Report 2026
TL;DR. In 2026, GuardDuty is enabled in 64% of AWS organisations but AWS Config conformance packs and IAM Access Analyzer…
Multi-Cloud Talent Market Analysis Report (2026)
TL;DR. In 2026, dual-cloud (AWS + Azure) engineering roles command a median ~14% salary premium over single-cloud roles; ~71% of…
State of DevOps on AWS 2026
TL;DR. In 2026, ~9% of AWS-first DevOps teams achieve the DORA ‘Elite’ performer rating (median), ~33% High, ~42% Medium, ~16%…
Cloud Infrastructure Cost Benchmark Report (2026)
TL;DR. In 2026, ~28% of monthly cloud spend across surveyed enterprises is recoverable through rightsizing + Savings Plans + idle…
Terraform vs Pulumi vs CDK: IaC Adoption, Cost & Drift Benchmark 2026
2026 enterprise benchmark of Terraform, Pulumi and AWS CDK on adoption, drift detection, plan-time, state management and annual TCO across…
CSPM Benchmark Report 2026: Wiz vs Prisma Cloud vs Defender for Cloud vs Lacework
2026 enterprise benchmark of Wiz, Prisma Cloud, Defender for Cloud and Lacework on misconfig detection coverage, MTTR, agent overhead and…
Secrets Management Benchmark 2026: HashiCorp Vault vs AWS Secrets Manager vs Azure Key Vault vs Doppler
2026 enterprise benchmark of HashiCorp Vault, AWS Secrets Manager, Azure Key Vault and Doppler on secret rotation, audit, latency and…
Zero Trust Architecture Adoption Report 2026: Enterprise Maturity & Breach Impact
2026 enterprise benchmark of Zero Trust maturity across 240+ organisations, mapping NIST 800-207 stages, breach impact and adoption barriers.
The State of Generative AI Engineering 2026: Models, Costs & Production Patterns
2026 benchmark of OpenAI, Anthropic Claude, Google Gemini, Llama 3, and Mistral across cost, latency and accuracy on 320 enterprise…
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