Cloud Infrastructure Benchmarks
Cloud infrastructure pricing benchmarks for AWS, Microsoft Azure, and Google Cloud. EDP rates, committed use discounts, and private pricing data.
Key points
- EDP commit pricing benchmarks by commit tier ($5M to $100M+/year).
- Most enterprises under-utilize AHUB by 30-40%, leaving significant savings on the table.
- For $10M+ annual commits, the actual average EDP discount across our benchmark database is 17%.
- 41% average cost reduction is available to enterprises with on-premise Windows Server or SQL Server licenses.
- GCP offers 2-8 percentage points more on equivalent compute commits vs.
- Based on our benchmark data from AWS EDP deals, enterprises committing $5M-$20M annually typically achieve 12-18% EDP discounts, while commitments above $20M/year reach 18-28%.
- For equivalent compute workloads, Azure is typically 5-15% more expensive at list price but offers aggressive private discounts for existing Microsoft EA customers.
- Enterprises with active M365 or Windows Server workloads frequently achieve Azure pricing 10-20% below what a non-Microsoft shop would receive.
- Our benchmark data shows GCP committed use discount rates running 2-8 percentage points above equivalent AWS EDP rates for $10M+ annual commits.
- Even if you have no intention of migrating, credibly demonstrating that a competitor has offered 5-8% better rates on equivalent workloads typically unlocks additional discount from your primary provider.
Amazon Web Services (AWS)
Enterprise Discount Program, Reserved Instance, and Savings Plan pricing from enterprise AWS deals. AWS EDP is the largest negotiating lever, our data shows exactly what comparable companies achieved.
Most Impactful
AWS Enterprise Discount Program (EDP)
EDP commit pricing benchmarks by commit tier ($5M to $100M+/year). Discount rates, term structures, upfront payment options, and renegotiation timing strategy.
17%
Avg EDP Disc.
$18M
Avg Commit
AWS Reserved Instances & Savings Plans
RI vs. Savings Plan optimization benchmarks. Convertible vs. standard RI pricing, EC2 family selection, and marketplace secondary pricing for unused RIs.
34%
Avg RI Discount
$2.4M
Avg Annual RI
AWS Support & Professional Services
Enterprise Support tier pricing benchmarks. % of spend rates, TAM inclusion thresholds, and professional services day rates for migration and architecture work.
26%
Avg Reduction
$340K
Avg Annual
02
Microsoft Azure
Azure MCA, EDP, and Hybrid Benefit pricing from enterprise deals. Azure's bundling with Microsoft EA creates unique leverage opportunities, but also unique risks.
EA-Linked Pricing
Azure MCA & Enterprise Discount
Azure committed use (MACC) pricing benchmarks. Discount rates by commitment tier, Azure prepayment terms, and Microsoft's EA-Azure bundling discount strategy.
19%
Avg MACC Disc.
$14M
Avg Commit
Azure Hybrid Benefit Optimization
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.
41%
Avg AHUB Savings
$620K
Avg Annual
Azure OpenAI & AI Services
Azure OpenAI Service and Cognitive Services pricing benchmarks. PTU (Provisioned Throughput Unit) rates, token pricing, and private rate card deviations for AI-heavy workloads.
22%
Avg Discount
$870K
Avg Annual
03
Google Cloud (GCP)
GCP CUD, BigQuery, and Google Workspace pricing from enterprise deals. As the growth-mode hyperscaler, GCP often offers the deepest initial discounts, but commitment terms require scrutiny.
Challenger Pricing
GCP Committed Use Discounts (CUD)
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.
24%
Avg CUD Disc.
$9M
Avg Commit
Google BigQuery & Data Analytics
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.
31%
Avg Reduction
$1.2M
Avg Annual
Google Workspace Enterprise
Workspace Business and Enterprise per-seat pricing benchmarks. Comparison to Microsoft M365 competitive displacement discounts and Workspace bundling with GCP credits.
28%
Avg Discount
$380K
Avg Annual
Benchmark Insights
What Our Cloud Data Shows in 2026
17%
The AWS EDP Floor Is Higher Than Reps Admit
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%
Azure Hybrid Benefit Is the Most Under-Used Lever
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.
2 to 8%
GCP Regularly Beats AWS on Initial Discount Rates
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
Cloud Infrastructure Discount Benchmarks
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 |
|---|---|---|---|---|
| AWS | Enterprise Discount Program (EDP) | $5M to $100M+/yr | 17% | 8% to 32% |
| AWS | Reserved Instances (3-yr std) | $500K to $10M/yr | 34% | 28% to 42% |
| Azure | MACC Committed Use | $3M to $60M/yr | 19% | 9% to 34% |
| Azure | Hybrid Benefit (AHUB) | Varies by license count | 41% | 30% to 49% |
| Google Cloud | Committed Use Discounts (CUD) | $2M to $40M/yr | 24% | 12% to 40% |
| Google Cloud | BigQuery Flat-Rate Slots | $500K to $8M/yr | 31% | 18% to 46% |
- Discounts measured against published on-demand / list pricing as of Q1 2026. EDP/MACC/CUD discounts are additional discounts beyond standard committed use rates.
FAQ
Cloud Pricing Benchmarks: Common Questions
What AWS EDP discount should I expect as an enterprise customer?
Based on our benchmark data from AWS EDP deals, enterprises committing $5M-$20M annually typically achieve 12-18% EDP discounts, while commitments above $20M/year reach 18-28%. Discounts vary significantly by workload mix, term length (1 vs. 3 year), and competitive dynamics with Azure or GCP.
How does Azure pricing compare to AWS for equivalent workloads?
For equivalent compute workloads, Azure is typically 5-15% more expensive at list price but offers aggressive private discounts for existing Microsoft EA customers. Enterprises with active M365 or Windows Server workloads frequently achieve Azure pricing 10-20% below what a non-Microsoft shop would receive.
What is Google Cloud's negotiating style compared to AWS and Azure?
Google Cloud tends to offer the deepest initial discounts of the three hyperscalers, particularly for data analytics (BigQuery) and AI/ML workloads, as it is often the challenger trying to win share. Our benchmark data shows GCP committed use discount rates running 2-8 percentage points above equivalent AWS EDP rates for $10M+ annual commits.
How do I use competitive cloud pricing to negotiate with my primary provider?
Competitive cloud pricing is your most powerful negotiating lever. Even if you have no intention of migrating, credibly demonstrating that a competitor has offered 5-8% better rates on equivalent workloads typically unlocks additional discount from your primary provider. Our benchmark reports include competitive comparison data specifically formatted for this purpose.
What is a good timing strategy for cloud contract renegotiations?
Cloud providers, especially AWS, operate on calendar quarter cycles. Deals signed in the last 2 weeks of March, June, September, or December typically achieve 3-7% better terms than mid-quarter deals. EDP renegotiations should start 90 days before expiry; waiting until 30 days out significantly weakens your position.
Your Cloud Benchmark
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Related reading
Pricing data and source text from the VendorBenchmark library. Co-sell reading is this site’s.