// Software Pricing Benchmarks

Software Pricing Benchmarks by Category: Full Index Across 36 Categories

Average enterprise software discount ranges from 18 to 41 percent off list across 36 benchmark categories, with the widest discount band on cloud infrastructure committed use (28 to 41 percent) and the narrowest on AI platform contracts (18 to 34 percent). Sample: 10,000+ enterprise transactions across 36 software categories, trailing 36 months through Q1 2026.

Every benchmark on this site states sample size, time period, and deal size brackets. The benchmark index below links each category to its dedicated page, the headline number for that category, and the sample basis. The data is sourced from named transactions, not survey self report. Read the full methodology for sample composition and outlier handling.

Why benchmark by category

Enterprise software contracts do not negotiate the same way across categories. The discount math on a cloud infrastructure commitment runs different from the discount math on a CRM ELA, which runs different again from the discount math on a cybersecurity platform attach. The named contract mechanics that drive variance vary by category: the AWS Enterprise Discount Program commitment band on cloud, the Salesforce ELA mechanics on CRM, the ServiceNow tiered subscription pack on ITSM, the SAP digital access document tier on ERP, the Oracle Unlimited License Agreement exit certification on legacy Oracle, the Microsoft EA price protection on Microsoft 365 and Azure, the Workday subscription unit pricing on HCM, the Google Cloud committed use discount on GCP. Each is a separate negotiation surface with its own pressure points.

The benchmark index below organizes the 36 category pages alphabetically. For each, you get a one paragraph intro to the category, one sample benchmark number with sample size and time period, and a link to the full benchmark page. Use this index to find the right starting point for your renewal cycle, your annual budget, or your next purchase evaluation. For renewal specific guidance, see renewal benchmarking. For deal level intelligence, see the vendor pricing index. For head to head comparisons, see software pricing comparisons.

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How to read a benchmark page

Each benchmark page on VendorBenchmark follows the same structure. The headline number sits at the top: the discount range, the realized price band, or the sample average that procurement readers came for. The methodology block follows: sample size, time period, deal size brackets, segment cuts. The mechanics section explains what drives the variance within the range. The negotiation pressure section identifies the levers buyers used to land in the better half of the range. The vendor list shows the underlying vendors that contributed to the sample.

Where a category carries an unusual contract model, the benchmark page calls it out and explains how to read the number. For example, on the cloud infrastructure benchmark, the discount range is anchored on commitment band rather than list because the four hyperscalers do not negotiate against retail list price for enterprise customers. On the ERP systems benchmark, the range is anchored on first year subscription value with ramp because the typical S/4HANA contract has a three year ramp that distorts the apparent year one number. The benchmark pages do this calling out because the alternative is a single percentage that misleads the reader.

Benchmark categories: full index

AI and Machine Learning Platforms

AI and machine learning platform pricing benchmark covering Claude Enterprise, ChatGPT Enterprise, Azure OpenAI, AWS Bedrock, Vertex AI, Cohere, Databricks ML, and SageMaker. Enterprise pricing varies wildly because rate cards are negotiated against committed token volume, not seat counts, and the discount math compounds across reserved capacity and overage tiers.

Discount range 18 to 34 percent on AI platform enterprise contracts Sample: 412 transactions, trailing 18 months
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Backup and Storage

Backup and storage software pricing benchmark covering Veeam, Commvault, Cohesity, Rubrik, Veritas NetBackup, Arcserve, Druva, Unitrends, and Zerto. Pricing models split between per TB protected, per workload, and per VM, and the discount math depends on which model you anchor.

Discount range 24 to 38 percent on enterprise backup contracts Sample: 186 transactions, trailing 24 months
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Business Intelligence and CPM

BI and corporate performance management pricing benchmark covering Tableau, Power BI, Looker, ThoughtSpot, Qlik, MicroStrategy, Sisense, Anaplan, Vena, Tagetik, and Workday Adaptive Planning. License tiers and capacity models drive most of the discount variance.

Discount range 22 to 35 percent on BI and CPM contracts Sample: 240 transactions, trailing 24 months
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Cloud Infrastructure (Pricing Guide)

Cloud infrastructure pricing guide covering AWS EDP, Azure MACC, Google Cloud Committed Use Discounts, and Oracle Cloud Universal Credits. Commitment structure, reserved instance mix, and overage rates do most of the work.

Average commitment discount of 28 to 41 percent Sample: 1,840 transactions, trailing 24 months
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Cloud Infrastructure Benchmark

Cloud infrastructure benchmark across the four hyperscalers. Detailed view of EDP commitment math, Reserved Instance vs Savings Plan tradeoffs, and the negotiation pressure that opens up around the third year of a multi year commit.

Commitment discount 28 to 41 percent across hyperscalers Sample: 1,840 transactions, trailing 24 months
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Collaboration and Productivity (Pricing Guide)

Collaboration and productivity pricing benchmark covering Microsoft 365 E3 and E5, Google Workspace, Slack Enterprise Grid, Zoom, Webex, RingCentral, 8x8, Smartsheet, Asana, monday.com, and Box. Per user pricing with discount levers that bend on committed user count.

Discount range 19 to 33 percent on collaboration suites Sample: 780 transactions, trailing 36 months
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Collaboration and Productivity

Collaboration and productivity benchmark page with deeper detail on the platform plays from Microsoft and Google, plus the standalone collaboration vendors. Realized prices have held flat to plus 3 percent year over year for buyers who actively benchmark.

Realized price change flat to plus 3 percent YoY Sample: 780 transactions, trailing 36 months
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CRM (Pricing Guide)

CRM and sales engagement pricing benchmark covering Salesforce Sales Cloud and Service Cloud, Microsoft Dynamics 365, HubSpot, Zoho, Freshsales, Pipedrive, monday CRM, SugarCRM, and Veeva. License edition mix is the biggest discount lever, followed by sandbox count and ELA mechanics.

Discount range 21 to 36 percent on CRM enterprise contracts Sample: 520 transactions, trailing 36 months
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CRM Platforms

CRM platforms benchmark page with detailed view on the Salesforce ELA mechanics, the Dynamics 365 EA blending, the HubSpot enterprise tier escalation, and the Zoho CRM Plus bundle math.

Salesforce ELA discount 28 to 40 percent at $1M+ ACV Sample: 520 transactions, trailing 36 months
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Customer Service and CX (Pricing Guide)

Customer service and customer experience pricing benchmark covering Zendesk, Salesforce Service Cloud, Freshdesk, ServiceNow Customer Service Management, Genesys, NICE CXone, Talkdesk, and Five9. Per agent pricing with discount levers tied to agent count, channel mix, and AI module attach.

Discount range 23 to 37 percent on CCaaS and CSM platforms Sample: 310 transactions, trailing 24 months
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Cybersecurity (Pricing Guide)

Cybersecurity pricing benchmark covering CrowdStrike, Palo Alto Networks, Zscaler, Okta, SentinelOne, Splunk, Trend Micro, Tenable, Qualys, Proofpoint, Mimecast, and SailPoint. Bundle attach, module mix, and three year commits drive most of the discount.

Average discount 31 percent on cybersecurity contracts Sample: 720 transactions, trailing 36 months
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Cybersecurity Software

Cybersecurity software benchmark page covering endpoint, network, identity, SIEM, and email security. Detailed view on CrowdStrike Falcon module attach math, Palo Alto Networks platformization discount, and Zscaler Zero Trust Exchange enterprise pricing.

CrowdStrike module attach discount 8 to 14 points above single module Sample: 720 transactions, trailing 36 months
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Data and Analytics (Pricing Guide)

Data analytics platform pricing benchmark covering Snowflake, Databricks, BigQuery, Redshift, Confluent, Fivetran, dbt Cloud, Alation, Atlan, and ThoughtSpot. Consumption pricing makes commitment band and overage rate the biggest discount levers.

Snowflake commitment discount 28 to 41 percent at $1M+ TCV Sample: 340 transactions, trailing 18 months
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Data and Analytics

Data and analytics benchmark page with detailed view on Snowflake credit pricing, Databricks DBU rates, and the negotiation pressure that opens up at the end of a Confluent or Fivetran annual commit.

Snowflake credit rate variance plus or minus 22 percent against book Sample: 340 transactions, trailing 18 months
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Database and Middleware

Database and middleware pricing benchmark covering Oracle Database, IBM Db2, SQL Server, MongoDB Atlas, Couchbase, Redis Enterprise, Confluent, MuleSoft, and Boomi. Oracle Database remains the most negotiated line item on most enterprise renewals.

Oracle Database support discount 22 to 41 percent on renewal Sample: 260 transactions, trailing 24 months
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DevOps and Developer Tools (Pricing Guide)

DevOps tooling pricing benchmark covering GitHub Enterprise, GitLab, Atlassian Jira and Confluence, JFrog, CircleCI, HashiCorp Terraform, Sonatype, and Snyk. Per seat with platform tier escalation as the dominant discount lever.

GitHub Enterprise bundle discount 24 to 38 percent at 1,000+ seats Sample: 210 transactions, trailing 18 months
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DevOps and Developer Tools

DevOps and developer tools benchmark page with deeper view on the Atlassian Cloud migration pricing, the GitHub Copilot Business attach math, and the HashiCorp Cloud Platform commit structure.

Atlassian Cloud migration discount 18 to 32 percent on multi year commit Sample: 210 transactions, trailing 18 months
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Ecommerce and Digital Commerce (Pricing Guide)

Ecommerce platform pricing benchmark covering Shopify Plus, Adobe Commerce (Magento), Salesforce Commerce Cloud, BigCommerce, commercetools, VTEX, and Spryker. Pricing tied to gross merchandise value bands, not seats.

Salesforce Commerce Cloud discount 24 to 38 percent on multi year commit Sample: 140 transactions, trailing 24 months
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Enterprise Software

Enterprise software pricing benchmark across the major platform vendors: Oracle, SAP, Microsoft, Salesforce, ServiceNow, Workday. Each carries unique contract mechanics that determine where the real discount comes from.

Average enterprise platform discount 26 to 33 percent across vendors Sample: 1,200 transactions, trailing 36 months
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ERP (Pricing Guide)

ERP pricing benchmark covering SAP S/4HANA, Oracle ERP Cloud, NetSuite, Workday Financials, Microsoft Dynamics 365 F&O, Infor CloudSuite, Epicor, Sage X3, Acumatica, and IFS Cloud. Ramp clauses and digital access fees do most of the heavy lifting.

Discount range 24 to 38 percent on ERP platforms at enterprise sizing Sample: 320 transactions, trailing 36 months
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ERP Systems

ERP systems benchmark page with deeper view on the SAP digital access document tier math, the Oracle ERP Cloud user counting model, and the NetSuite full user vs employee user pricing gap.

SAP digital access cost 12 to 28 percent of total ERP TCO Sample: 320 transactions, trailing 36 months
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Finance and Procurement (Pricing Guide)

Finance and procurement software pricing benchmark covering Coupa, Workday Financials, Oracle Fusion, NetSuite, Sage Intacct, Tipalti, Bill.com, and Zycus. Per user with module attach as the dominant discount lever.

Coupa BSM discount 22 to 34 percent at $500K+ ACV Sample: 180 transactions, trailing 24 months
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GRC and Compliance (Pricing Guide)

Governance risk and compliance pricing benchmark covering ServiceNow GRC, MetricStream, Archer, OneTrust, LogicGate, Hyperproof, Diligent, and Workiva. Per user pricing with regulatory scope as the biggest discount lever.

GRC platform discount 21 to 33 percent at enterprise sizing Sample: 120 transactions, trailing 24 months
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HR and HCM Software

HR and human capital management software benchmark covering Workday HCM, SAP SuccessFactors, Oracle HCM Cloud, ADP, UKG, Ceridian Dayforce, BambooHR, and Rippling. Workday subscription unit pricing is the model most procurement teams want benchmarked first.

Workday HCM discount 23 to 36 percent at 10,000+ employees Sample: 260 transactions, trailing 36 months
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HR and HCM (Pricing Guide)

HCM pricing guide with deeper detail on the Workday subscription unit math, the SAP SuccessFactors module attach, the Oracle HCM Cloud user counting model, and the ADP Vantage HCM blending logic.

Workday subscription unit price variance plus or minus 18 percent against book Sample: 260 transactions, trailing 36 months
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IT Infrastructure and Networking

IT infrastructure and networking benchmark covering Cisco, Palo Alto Networks, Juniper, Aruba, F5, Fortinet, and Arista. Hardware refresh cycles drive most of the negotiation leverage, plus the network refresh discount tier on Cisco.

Cisco network refresh discount 28 to 42 percent vs list Sample: 180 transactions, trailing 36 months
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IT Service Management

ITSM benchmark covering ServiceNow ITSM, Atlassian Jira Service Management, BMC Helix, Ivanti, Freshservice, SolarWinds Service Desk, and TOPdesk. ServiceNow tiered subscription pack pricing is the dominant model.

ServiceNow tiered pack discount 22 to 34 percent at enterprise sizing Sample: 220 transactions, trailing 24 months
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ITSM (Pricing Guide)

ITSM pricing guide with deeper detail on the ServiceNow tiered subscription pack math, the Atlassian Cloud migration pricing path, and the BMC Helix per device versus per agent pricing toggle.

Atlassian Jira Service Management discount 18 to 31 percent at 500+ agents Sample: 220 transactions, trailing 24 months
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Legal and Contract Management (Pricing Guide)

Legal and contract management pricing benchmark covering DocuSign CLM, Ironclad, Conga, Agiloft, Icertis, ContractPodAi, and SpotDraft. Per user with workflow complexity as the discount driver.

CLM platform discount 22 to 34 percent at 100+ legal seats Sample: 90 transactions, trailing 18 months
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Low Code and No Code (Pricing Guide)

Low code and no code platform pricing benchmark covering Microsoft Power Platform, Salesforce Lightning Platform, Mendix, OutSystems, Appian, Betty Blocks, and Pega. Per maker and per app user models.

Low code platform discount 22 to 35 percent at enterprise sizing Sample: 110 transactions, trailing 18 months
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Marketing Automation (Pricing Guide)

Marketing automation pricing benchmark covering Adobe Marketo Engage, Salesforce Marketing Cloud, HubSpot Marketing Hub, Oracle Eloqua, Acoustic Campaign, ActiveCampaign, Iterable, Braze, Klaviyo, and Pardot. Database size tier is the biggest discount lever.

Marketo Engage discount 21 to 35 percent at 250K+ contact database Sample: 160 transactions, trailing 24 months
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Project and Portfolio Management (Pricing Guide)

PPM pricing benchmark covering Smartsheet, Asana, monday.com, Wrike, Workfront (Adobe), ClickUp, Teamwork, and Basecamp. Per user with the enterprise tier escalation around AI features as the new discount lever.

Smartsheet Enterprise discount 23 to 36 percent at 1,000+ seats Sample: 140 transactions, trailing 18 months
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SaaS Applications

Cross category SaaS applications benchmark covering the long tail of vendors enterprise buyers run alongside the platform plays. The average enterprise runs 254 SaaS applications, with 18 to 27 percent overlap by category.

SaaS sprawl waste rate 18 to 27 percent at mid market sizing Sample: 380 enterprises sampled, annualized
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Storage and Backup Infrastructure (Pricing Guide)

Storage and backup infrastructure pricing benchmark covering Pure Storage, NetApp, Dell EMC, HPE, Veeam, Commvault, Cohesity, and Rubrik. Hardware and software bundles dominate the discount math.

Storage infrastructure discount 28 to 41 percent on three year refresh Sample: 180 transactions, trailing 24 months
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Supply Chain Management (Pricing Guide)

SCM pricing benchmark covering Oracle SCM Cloud, SAP S/4HANA SCM, Blue Yonder, Manhattan Associates, Kinaxis, Anaplan for Supply Chain, ToolsGroup, and Coupa. Module mix and integration scope drive discount.

SCM platform discount 22 to 34 percent at enterprise sizing Sample: 110 transactions, trailing 24 months
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What the benchmarks do not cover

The benchmarks index covers the categories where we have at least 90 comparable transactions on file. Categories with thinner samples sit in the research library as quarterly reports rather than standing benchmark pages. New categories get a standing benchmark page once the sample crosses the threshold. If your category is not represented here, see the research library for the closest analog and submit a proposal if you want a custom benchmark.

The benchmarks also do not publish vendor specific transaction data. Vendor specific data lives on the vendor pricing index, where each vendor page shows the discount range observed for that specific vendor across the trailing 36 months. The category benchmarks aggregate across vendors to give the reader a category-wide view. Use the category benchmark to set the bar, then use the vendor benchmark to negotiate the specific deal.

The named contract mechanics behind every category

Cloud infrastructure

The dominant contract mechanic on cloud infrastructure is the commitment band. AWS Enterprise Discount Programs and Azure Microsoft Azure Consumption Commitments both step the discount with commit size, and the actual realized discount can lag the published rate card by two to four percentage points depending on overage history and account team aggressiveness. Google Cloud committed use discounts are anchored on workload type rather than aggregate spend, which gives buyers a separate negotiation surface. Oracle Cloud uses Universal Credits with an annual flex commit that behaves more like the AWS EDP than the Google Cloud CUD model.

ERP and HCM platforms

On ERP and HCM, the ramp clause and the user counting rule do most of the heavy lifting. The SAP digital access document tier alone can account for 12 to 28 percent of three year TCO depending on transaction volume, separate from the subscription line. Workday subscription unit pricing rewards multi product commits with cross product unit credits, but only at sizing above 5,000 employees. Oracle HCM Cloud uses a hybrid employee counting model that includes contingent workforce above thresholds the typical buyer does not catch until renewal.

CRM and sales engagement

On CRM, the Salesforce ELA mechanics dominate. An ELA at $1M+ annual contract value can land in the 28 to 40 percent discount band, but the catch is the user growth obligation built into the contract. Microsoft Dynamics 365 CRM blends into the EA, which means the CRM discount is a function of the EA size, not the CRM size in isolation. HubSpot has structured discounts at the platform bundle tier above $250K ACV that look generous on paper and collapse to the sticker on the renewal if the buyer does not negotiate the multi year escalator.

Cybersecurity

On cybersecurity, module attach is the dominant lever. CrowdStrike Falcon adds 8 to 14 discount points above the single module rate when a buyer attaches three or more modules in a single contract. Palo Alto Networks runs a similar platformization model where the SASE plus NGFW plus Cortex bundle steps the discount visibly. Zscaler ZIA and ZPA can land at 30 percent off list at enterprise sizing, but only when the buyer commits the user count above 10,000.

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Frequently asked questions

How fresh is the benchmark data

The benchmark index is updated quarterly. Each category page carries the most recent sample window in the methodology block. The trailing 36 month window means a benchmark page published in Q1 2026 carries transactions back to Q1 2023, with the heaviest weighting on the most recent eight quarters.

How do you anonymize the data

Buyer identity is removed at intake. Vendor identity stays. Deal size brackets, segments, and dates are kept. The combination of buyer industry, deal size, and quarter is the minimum tag set we retain for analytic cuts. The methodology page documents the full anonymization rules and the NDA framework.

Can I cite the benchmarks publicly

Yes. Every benchmark page is citable with attribution to VendorBenchmark and the category page URL. For media inquiries or deep cuts of the data not published on the site, contact advisory.

What if my contract is outside the discount range

The published ranges are the middle 80 percent of observations, not the full range. Approximately ten percent of contracts fall below the lower band and ten percent above the upper band. If your contract is below the band, the negotiation pressure section on the relevant vendor page identifies the levers that pulled other buyers up. If you are above the band, the typical drivers are deal size below the threshold, single product commits, or short term contracts under 24 months.