Key points
- Discount ranges from 18 to 34 percent on enterprise AI platform contracts.
- Average commitment discount range of 28 to 41 percent.
- Average cloud waste rate of 22 to 31 percent at year one, dropping to 8 to 14 percent by year three with mature FinOps.
- Range from 1.8 percent (manufacturing) to 7.4 percent (financial services).
- Discount range 22 to 38 percent on M365, 18 to 31 percent on Copilot, 28 to 41 percent on Azure commitments.
- How procurement teams use third party pricing intelligence to save 14 to 22 percent on enterprise software contracts.
- Average enterprise runs 254 SaaS applications with 18 to 27 percent overlap.
- Annual waste from sprawl: $1.4M to $4.8M for the mid market.
- List price inflation of 6 to 11 percent year over year, but realized procurement prices held flat to plus 3 percent with active benchmarking. 510 enterprise sample.
What is in the research library
The research library is the primary data layer behind ISVCOSELL. Each report distills the transaction sample for a vendor family, a benchmark category, or an annual trend question into a downloadable PDF for procurement leaders, finance leaders, and the CIO office. The reports do not recycle public list prices. They publish the discount ranges, the term structures, the ramp clauses, and the negotiation pressure points that the buyer side sees only after the contract closes.
Reports are free with a verified work email. We block personal email domains because the reports include sensitive contract mechanics that we only share with named procurement teams. If your domain is not corporate, contact advisory directly for access. For deeper subscriber data, including quarter by quarter movement and segment cuts, see the subscription tiers.
Reports are updated quarterly. Each PDF carries a publish date and a sample window. When you cite a report, you can verify the numbers against the methodology, which documents how the sample was built, how outliers were treated, and how benchmark ranges were calculated.
Download the latest state of software pricing report
2026 industry report covering list price inflation, realized procurement prices, and the biggest discount movers by category.
All research papers
AI Platform Pricing Guide: Anthropic, OpenAI, Cohere, Google, AWS Bedrock
Discount ranges from 18 to 34 percent on enterprise AI platform contracts. Sample: trailing 18 months. Covers Claude Enterprise, ChatGPT Enterprise, Azure OpenAI commitments, AWS Bedrock, and Vertex AI.
FREE RESEARCH REPORT
Cloud Pricing Index: AWS, Azure, Google Cloud, Oracle Cloud
EDP, committed use, and reserved instance benchmarks across the four hyperscalers. Sample: trailing 24 months. Average commitment discount range of 28 to 41 percent.
FREE RESEARCH REPORT
Cybersecurity Pricing Report: SIEM, XDR, SASE, Identity
Cybersecurity vendor pricing benchmark covering CrowdStrike, Palo Alto, Zscaler, Okta, SentinelOne, and Splunk. Average discount 31 percent. Sample: trailing 36 months.
FREE RESEARCH REPORT
FinOps Benchmark Report: Cloud Cost Savings, Waste Rates, Maturity
How Fortune 500 cloud teams structure FinOps practices. Average cloud waste rate of 22 to 31 percent at year one, dropping to 8 to 14 percent by year three with mature FinOps.
FREE RESEARCH REPORT
IT Spend as Percent of Revenue Benchmark by Industry
IT spend as percent of revenue benchmark across nine industries. Range from 1.8 percent (manufacturing) to 7.4 percent (financial services). Sample: latest fiscal year.
FREE RESEARCH REPORT
Microsoft EA Pricing Data: M365 E3, E5, Copilot, Azure
Microsoft Enterprise Agreement pricing benchmark. Discount range 22 to 38 percent on M365, 18 to 31 percent on Copilot, 28 to 41 percent on Azure commitments. Sample: EA renewals trailing 24 months.
FREE RESEARCH REPORT
Oracle Pricing Trends: Java SE, ULA, OCI, Database
Oracle pricing benchmark covering Java SE per employee migration, Unlimited License Agreement exit certification math, OCI consumption, and Database license discounts.
FREE RESEARCH REPORT
ROI of Pricing Intelligence: How Procurement Teams Save 14 to 22 Percent
How procurement teams use third party pricing intelligence to save 14 to 22 percent on enterprise software contracts. Sample: 180 customer engagements across the trailing 18 months.
FREE RESEARCH REPORT
SaaS Sprawl Cost Benchmark: Average Spend, Waste, Duplicates
SaaS sprawl benchmark across 380 enterprises. Average enterprise runs 254 SaaS applications with 18 to 27 percent overlap. Annual waste from sprawl: $1.4M to $4.8M for the mid market.
FREE RESEARCH REPORT
State of Software Pricing 2026: Annual Industry Report
The 2026 state of software pricing report. List price inflation of 6 to 11 percent year over year, but realized procurement prices held flat to plus 3 percent with active benchmarking. 510 enterprise sample.
FREE RESEARCH REPORT
How the research is produced
Every research paper is built from the same underlying transaction sample we use for the vendor pricing index and the benchmarks pages. The reports differ in two ways. First, they cut the sample to a defined cohort: a vendor family, a benchmark category, an industry segment. Second, they pair the numbers with the named contract mechanics that drove them: Oracle ULA exit certification math, Microsoft EA price protection, SAP digital access document tiers, Salesforce ELA mechanics, ServiceNow tiered subscription packs, Workday subscription units, AWS EDP commitments, Google Cloud committed use discounts. The mechanics are why the same software costs different buyers different prices.
Each report is reviewed by a procurement analyst with named experience in the relevant vendor family before publication. Where a number is unusual, the report explains why. Where a sample is thin, the report says so on the methodology page and qualifies the range. We do not publish benchmark numbers below a sample threshold of five comparable transactions for vendor reports, twenty for category reports, and 200 for the annual industry report.
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