// Benchmark Category
AWS. Azure. Google Cloud. The hyperscalers all offer "private pricing" — but what does private actually mean? Our benchmark data shows what comparable enterprises actually committed to, what EDP discounts they achieved, and what the cloud vendors don't volunteer in negotiations.
// 01
Enterprise Discount Program, Reserved Instance, and Savings Plan pricing from 180+ enterprise AWS deals. AWS EDP is the largest negotiating lever — our data shows exactly what comparable companies achieved.
Most Impactful
EDP commit pricing benchmarks by commit tier ($5M–$100M+/year). Discount rates, term structures, upfront payment options, and renegotiation timing strategy.
RI vs. Savings Plan optimization benchmarks. Convertible vs. standard RI pricing, EC2 family selection, and marketplace secondary pricing for unused RIs.
Enterprise Support tier pricing benchmarks. % of spend rates, TAM inclusion thresholds, and professional services day rates for migration and architecture work.
// 02
Azure MCA, EDP, and Hybrid Benefit pricing from 140+ enterprise deals. Azure's bundling with Microsoft EA creates unique leverage opportunities — but also unique risks.
EA-Linked Pricing
Azure committed use (MACC) pricing benchmarks. Discount rates by commitment tier, Azure prepayment terms, and Microsoft's EA-Azure bundling discount strategy.
Azure Hybrid Benefit (AHUB) utilization benchmarks for Windows Server and SQL Server. Most enterprises under-utilize AHUB by 30-40%, leaving significant savings on the table.
Azure OpenAI Service and Cognitive Services pricing benchmarks. PTU (Provisioned Throughput Unit) rates, token pricing, and private rate card deviations for AI-heavy workloads.
// 03
GCP CUD, BigQuery, and Google Workspace pricing from 90+ enterprise deals. As the growth-mode hyperscaler, GCP often offers the deepest initial discounts — but commitment terms require scrutiny.
Challenger Pricing
GCP CUD pricing benchmarks for compute, storage, and data services. 1-year vs. 3-year CUD rates and how GCP's negotiating flexibility compares to AWS EDP.
BigQuery flat-rate vs. on-demand pricing benchmarks. Slot reservation pricing, flex slots, and how BigQuery pricing compares to Snowflake and Databricks at equivalent scale.
Workspace Business and Enterprise per-seat pricing benchmarks. Comparison to Microsoft M365 competitive displacement discounts and Workspace bundling with GCP credits.
// Benchmark Insights
For $10M+ annual commits, the actual average EDP discount across our benchmark database is 17%. AWS reps routinely open at 8-10%. If you accepted that, you left money on the table.
41% average cost reduction is available to enterprises with on-premise Windows Server or SQL Server licenses. Most CIOs we talk to haven't maximized AHUB utilization.
GCP offers 2-8 percentage points more on equivalent compute commits vs. AWS EDP, particularly for AI/ML-heavy workloads. Use it as competitive leverage even if you stay on AWS.
// Summary Data
Discount rates represent negotiated private pricing vs. standard on-demand or list rates. Actual results vary by workload, term, and competitive dynamics.
| Provider | Program / Product | Typical Commit Range | Avg Discount vs. On-Demand | Discount Range | Deal Count |
|---|---|---|---|---|---|
| AWS | Enterprise Discount Program (EDP) | $5M – $100M+/yr | 17% | 8% – 32% | 183 |
| AWS | Reserved Instances (3-yr std) | $500K – $10M/yr | 34% | 28% – 42% | 97 |
| Azure | MACC Committed Use | $3M – $60M/yr | 19% | 9% – 34% | 141 |
| Azure | Hybrid Benefit (AHUB) | Varies by license count | 41% | 30% – 49% | 76 |
| Google Cloud | Committed Use Discounts (CUD) | $2M – $40M/yr | 24% | 12% – 40% | 88 |
| Google Cloud | BigQuery Flat-Rate Slots | $500K – $8M/yr | 31% | 18% – 46% | 52 |
* Discounts measured against published on-demand / list pricing as of Q1 2026. EDP/MACC/CUD discounts are additional discounts beyond standard committed use rates. N values reflect deals with sufficient data for reliable benchmarking.
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