Data-driven insights into pricing model adoption, monetization architecture, and the strategic shift toward usage-based and hybrid billing
Recent surveys and industry benchmarks show changes in SaaS pricing strategy. In 2025, SaaS pricing was up 11.4% year over year, compared with 2.7% average G7 inflation. The gap puts above-inflation SaaS pricing changes in sharper focus. At the same time, the underlying architecture of software revenue is changing: consumption metering, hybrid packaging, and expansion-led monetization are supplementing seat-based pricing in many software businesses. Orb's usage-based billing engine is purpose-built for exactly this environment, supporting usage-based monetization, metering at scale, customer-specific pricing, alerts and webhooks, pricing experimentation, and backfills.
Key takeaways
- SaaS prices moved faster than the wider economy: SaaS pricing rose 11.4% versus 2.7% average G7 inflation, roughly a 4.2x gap
- Usage-based pricing is gaining traction in horizontal SaaS: 24% of horizontal SaaS solutions use usage-based pricing, and these companies are 68% more likely to meet or exceed growth targets
- Variable pricing models correlate with faster growth: High Alpha data shows 65% year over year growth for outcome-priced respondents, 43% for consumption, 40% for hybrid, and 34% for subscription, with hybrid leading NRR at 105%
- Data-led pricing tracks with hitting targets: SaaS companies following data-led pricing approaches were nearly 10x more likely to exceed growth targets
- AI monetization is still being invented: 70% launched AI features, but only 41% are generating revenue from them. Among those monetizing AI, the split is 53% subscription, 31% hybrid, 11% pure usage, and 5% pure outcome
- Many pricing decisions still rest on instinct: 48% of SaaS pricing leaders report making critical pricing decisions based on intuition alone
How software vendors are repricing and organizing around pricing
Repricing is one of the most visible pricing decisions a software company makes. The data below covers how often vendors move list prices, how they bill, and how the pricing function is staffed.
1. SaaS pricing rose 11.4% year over year, roughly 4.2x average G7 inflation
Vertice recorded SaaS pricing rising 11.4% year over year in January 2025, against 2.7% average G7 inflation. The comparison illustrates the scale of SaaS price inflation in Vertice's dataset.
2. 58% of vendors raised list prices in 2024, with some increases reaching 25%
More than half of software vendors, 58% specifically, raised list prices in 2024, with individual increases reported as high as 25%. The range highlights how pricing changes can differ among vendors. Usage-linked models give teams a way to connect variable charges to measured consumption.
3. 55% of enterprises increase prices annually or at contract renewal, while SMBs are twice as likely to raise prices ad hoc
SBI reports that 55% of enterprises increase prices annually or at contract renewal, while SMBs are twice as likely to raise prices ad hoc as midmarket or enterprise companies, 28% versus 14%. In SBI's sample, enterprise respondents showed a more systematic review cadence than SMB respondents.
4. IT budget growth is projected at 2.8% while large vendors raised subscription prices 10% to 20%
Zylo reports projected IT budget growth of 2.8% set against subscription price increases of 10% to 20% at several large SaaS vendors in 2025. Usage-linked pricing provides an alternative to relying only on fixed charges by tying variable charges to measured consumption.
The power of usage-based pricing: key SaaS pricing statistics
Consumption-based models are an increasingly visible part of SaaS pricing strategy. Current research, including Orb's 2026 AI-agent pricing study, shows usage-linked monetization becoming standard among AI-agent companies while gaining broader traction across SaaS.
5. 24% of horizontal SaaS solutions use usage-based pricing
SBI reports that 24% of horizontal SaaS solutions use usage-based pricing. That share makes usage pricing a material component of horizontal SaaS monetization without treating it as universal.
6. Horizontal SaaS companies using usage-based pricing are 68% more likely to meet or exceed growth targets
The same SBI analysis found horizontal SaaS companies using usage-based pricing were 68% more likely to meet or exceed growth targets. This is an observed association rather than proof that the pricing model alone caused the result, but it gives teams a performance signal beyond adoption counts.
7. 40% of SaaS companies above $50M ARR report consumption- or outcome-based revenue in total ARR
High Alpha's 2025 SaaS Benchmarks Report shows 40% above $50M ARR include consumption- or outcome-based revenue in total ARR. The same benchmark shows lower shares at smaller ARR bands, indicating that variable pricing is more common among larger companies in the surveyed population.
8. Seats influence more than 80% of pricing across models, but only 7% use seats as the only value metric
SBI reports that seats influence over 80% of pricing across all models, while only 7% of companies use seats as the only value metric. Seats remain influential, but the data supports a more nuanced architecture in which companies combine seats with other value metrics rather than relying on seats alone.
9. Companies above $50M ARR generate roughly 60% of new ARR from existing customers
High Alpha's benchmark data shows that SaaS companies above $50M ARR generate roughly 60% of new ARR from existing customers. At that scale, expansion from existing customers accounts for a substantial portion of new ARR, making expansion mechanics an important pricing consideration.
Orb's billing engine provides the metering foundation these models require, including metering at scale, storage of raw usage events in the Revenue Graph, pricing changes, alerts, and backfills. For companies operating at extreme event volume, Orb's Hosted Rollups roll raw usage events into time-based aggregates, with configurable deduplication and rollup windows, for customers producing upwards of hundreds of thousands of events per second. Orb's pricing page describes the same capability as continuously sending billions of events per day with hosted streaming aggregation.
Analyzing the best SaaS subscription pricing strategy examples
Comparing performance across pricing models helps companies make informed decisions about their own architecture. The figures below are respondent-reported cohort results, so they describe association rather than proven causation.
10. 38% of SaaS companies at $20M to $50M ARR report consumption- or outcome-based revenue in total ARR
High Alpha's 2025 SaaS Benchmarks Report shows 38% in this cohort include consumption- or outcome-based revenue in total ARR. The finding shows that variable monetization is present among a substantial share of companies in this ARR band.
11. Only 2 of 321 SaaS pricing leaders reported using outcome or performance pricing
SBI's 2025 survey of SaaS pricing leaders found outcome or performance pricing in use by just 2 of 321 respondents. In SBI's sample, charging based on customer outcomes or performance improvements was rare.
12. 48% of SaaS pricing leaders make critical pricing decisions based on intuition alone
Nearly half of pricing leaders, 48% specifically, report making critical pricing decisions on intuition alone. The result highlights a gap between the strategic importance of pricing and the evidence used to make pricing decisions.
13. Growth rates by pricing model: 65% outcome, 43% consumption, 40% hybrid, 34% subscription
High Alpha's cohort data shows outcome-priced respondents reporting 65% year over year growth, consumption 43%, hybrid 40%, and subscription 34%. These are respondent cohort results rather than randomized evidence, so the ordering should be read as an association between monetization architecture and reported growth.
14. Net revenue retention by pricing model: 105% hybrid, 102% subscription, 100% outcome, 99% consumption
The same High Alpha analysis reports 105% NRR for hybrid pricing, versus 102% for subscription, 100% for outcome, and 99% for consumption. Hybrid leads NRR, while outcome-based pricing reports the highest growth and consumption pricing ranks second.
For companies exploring hybrid pricing, Orb supports usage-based, seat-based, and hybrid billing, including combinations of fixed seat or platform fees with usage-based components.
The role of pricing in SaaS business models and revenue growth
Pricing decisions affect ARR, gross margin, forecasting accuracy, and expansion. The statistics below show where disciplined pricing practice separates from ad hoc practice.
15. Companies with data-led pricing approaches were nearly 10x more likely to exceed growth targets
SBI's July 2025 analysis found SaaS companies following data-led pricing approaches were nearly 10 times more likely to exceed growth targets than those relying on instinct. This comparison is observational and does not establish that adopting data-led pricing alone causes stronger growth.
16. SMBs are 3x more likely than midmarket companies never to raise prices
SBI reports that SMB software companies are three times more likely than midmarket companies never to raise prices, and when they do raise prices, they are 61% more likely to do so on an ad hoc basis. The survey indicates differences in how consistently companies review and change prices across size segments.
17. Companies with strict discount approval are more than twice as likely to keep discounts under 10%
SBI's 2025 data shows companies with strict discount-approval processes were more than twice as likely to keep discounts below 10% compared with companies operating flexible guidelines. In SBI's sample, formal approval processes were associated with lower discount levels.
18. Companies that do not localize pricing are more likely to miss growth targets: 45% versus 29%
SBI reports a 45% versus 29% miss rate for growth targets among companies that do not localize pricing compared with companies that do. SBI describes advanced localization as adapting packaging and pricing models to local market dynamics, not only making currency adjustments.
19. Expansion revenue represents 40% of total revenue for companies at $20M to $50M ARR
High Alpha reports that expansion revenue already accounts for 40% of total revenue for SaaS companies between $20M and $50M ARR. In this ARR band, a substantial share of revenue already comes from existing customers rather than new logos.
Orb's simulations let teams experiment on real product-usage data, compare scenarios, and project customer and revenue impacts before a pricing change goes live, so pricing iteration happens with modeled estimates of customer and revenue impact.
How pricing is owned and communicated: data-driven insights
Pricing ownership, packaging clarity, and billing transparency shape how a price is received, not just what the price is.
20. 90% of SaaS pricing leaders believe they have the right organizational structure for pricing
SBI's 2025 research finds 90% of pricing leaders believe their organizational structure is right, even though pricing ownership is distributed across multiple functions. Confidence in structure coexisting with diffuse ownership is worth examining closely, particularly where pricing decisions require product, finance, and go-to-market alignment.
21. 78% of IT leaders experienced unexpected charges tied to consumption or AI features
Zylo's 2026 survey reports that 78% of IT leaders encountered unexpected charges linked to consumption or AI features. The finding shows why consumption models raise the bar for billing transparency: customers benefit from seeing usage accrue in real time rather than discovering variable charges only when an invoice arrives.
22. The $50K to $100K ACV cohort reported 44% median growth and 104% median NRR
High Alpha's data shows companies in the $50K to $100K ACV band reporting 44% median year over year growth and 104% median NRR. In this contract band, reported growth is paired with retention above 100%, meaning expansion more than offsets churn.
23. 98% of surveyed SaaS companies have an internal pricing function or team
SBI found that 98% of surveyed companies report an internal pricing function or team. Within SBI's sample, pricing is overwhelmingly a staffed discipline, which raises the expectation that pricing decisions are supported by data infrastructure and repeatable process.
For companies building self-service and transparent billing experiences, Orb's Experience Kit provides pricing calculators, checkout flows, advanced dashboards, and real-time usage visibility, so customers can see what they are consuming before an invoice arrives.
From discounting discipline to outcome pricing: evolving SaaS pricing strategy types
The evolution beyond flat subscriptions runs through discount governance, contract structure, and, at the frontier, outcome-linked pricing. Current data shows where each practice actually stands.
24. 23% of horizontal solutions give discounts of 26% or more, versus 2% of vertical solutions
SBI's 2025 discount analysis shows 23% of horizontal solutions granting discounts of 26% or more, compared with 2% of vertical solutions. The surveyed vertical solutions were less likely to offer the largest discount band than horizontal solutions.
25. 48% of companies with strict discount approval keep discounts under 10%, versus 22% with flexible guidelines
The same SBI research reports 48% of companies with strict discount-approval processes keeping discounts under 10%, against 22% of companies with flexible guidelines. The survey links formal discount approval with smaller discounts; it does not isolate the effect of governance from other differences between respondents.
26. Companies with deal desks are at least 20% more likely to meet or exceed revenue goals
SBI found that companies with deal desks are at least 20% more likely to meet or exceed revenue goals. Deal desks formalize approvals and commercial exceptions, giving pricing teams a repeatable control point for discounts, nonstandard terms, and complex contracts.
27. Only 3.8% of AI-agent companies use outcome-based pricing, down from 4.5%
Orb's 2026 study of 80 AI-agent companies found 3.8% using outcome-based pricing, down from 4.5% in the 2025 study. Within this AI-agent sample, outcome-based pricing remains a small minority and its share declined year over year.
Beyond the basics: how AI-agent companies architect pricing
AI-agent companies offer a useful window into modern revenue design because many are building monetization around variable, compute-linked costs. Orb's 2026 study of 80 such companies quantifies where they landed.
28. 95% of AI-agent companies use hybrid pricing
Among the AI-agent companies analyzed, 95% use hybrid pricing. Note the scope: this is a study of AI-agent companies specifically, not SaaS as a whole. Within the study, hybrid pricing is nearly universal.
29. 91.3% of AI-agent companies use usage-based pricing, up from 83.3%
Orb found 91.3% of the 80 AI-agent companies analyzed using usage-based pricing, versus 83.3% in the 2025 study.
30. 71.3% of AI-agent companies still use subscriptions
Subscriptions have not disappeared: 71.3% of AI-agent companies still use them. Within Orb's AI-agent sample, subscriptions remain a major component of monetization.
31. 94.7% of AI-agent companies using subscriptions pair them with usage-based pricing
Among AI-agent companies with subscriptions, 94.7% pair them with usage-based pricing. Within this segment, subscriptions and usage-based pricing commonly coexist, creating operational value in managing contract terms and event-level metering together.
Orb's billing infrastructure is built for that combined architecture, handling usage-based, seat-based, and hybrid billing in a single system, with metering at scale, customer-specific pricing, alerts and webhooks, pricing experimentation, and backfills documented on the billing engine page.
The financial impact: SaaS pricing statistics for finance teams
Finance teams absorb the operational cost of pricing complexity. Accurate invoicing, revenue recognition, and audit readiness all benefit from billing infrastructure that preserves event-level data integrity.
32. 31% of companies monetizing AI use hybrid pricing
High Alpha's analysis of its 2025 benchmark data shows 31% use hybrid pricing among companies monetizing AI. Hybrid structures combine fixed and usage-based components, increasing the importance of finance workflows that can reconcile both within the same billing model.
33. 79% of IT leaders encountered SaaS price increases at renewal in the past 12 months
Zylo's 2026 research reports that 79% of IT leaders encountered SaaS price increases at renewal in the past 12 months. For vendor-side finance teams, the revenue impact of renewal pricing changes is an important modeling input.
34. Several large SaaS vendors raised subscription prices 10% to 20% in 2025
Zylo documents subscription price increases of 10% to 20% at several large SaaS vendors during 2025. This is a set of observed vendor actions rather than a market median, and it should not be read as an average increase across the SaaS market.
35. Above $50M ARR, expansion revenue surpasses new-customer revenue
High Alpha finds that for SaaS companies above $50M ARR, expansion revenue surpasses new-customer revenue. As existing-customer expansion becomes a larger share of growth, billing accuracy and pricing execution take on greater operational importance.
Orb's finance workflows include AR aging reports, advanced dunning, and ASC 606 aligned revenue recognition reporting, and Orb can sync records to NetSuite, including invoices, credit notes, and payment records, so billing output reconciles with the systems finance already runs on.
AI pricing trends reshaping SaaS monetization
AI monetization is a fast-moving variable in SaaS pricing, and current benchmarks show a market still deciding on its structure.
36. 70% of surveyed SaaS companies have launched AI features, but only 41% are generating revenue from them
High Alpha's 2025 SaaS Benchmarks Report shows 70% launched AI features, but only 41% are generating revenue from them. AI feature adoption is widespread, while monetization remains materially less common.
37. About half report AI-powered features, but only 20% monetize them as paid add-ons
SBI's 2025 survey found roughly half of respondents reporting AI-powered features, while only 20% monetized them as paid add-ons. The figures distinguish the prevalence of AI capabilities from adoption of one specific monetization method: paid add-ons.
38. 11% of companies monetizing AI use pure usage-based pricing
Among companies that monetize AI, High Alpha reports 11% using pure usage-based pricing. Pure consumption pricing for AI remains a minority choice, even though many AI delivery costs vary with usage.
39. Among AI monetizers: 53% subscription, 31% hybrid, 11% pure usage, 5% pure outcome
High Alpha's 2026 analysis of its 2025 benchmark data gives the full distribution for companies monetizing AI: 53% subscription, 31% hybrid, 11% pure usage, and 5% pure outcome. Subscription remains the most common wrapper for AI monetization even as usage-linked components spread.
40. Only 5% of companies monetizing AI use pure outcome-based pricing
Pure outcome-based pricing accounts for 5% of AI monetizers in High Alpha's data, directionally consistent with the low outcome-pricing share Orb measured separately among AI-agent companies. Implementing outcome pricing requires precise event and outcome measurement so charges can map to the result being monetized.
For AI companies handling high-volume usage data, Orb supports Hosted Rollups for pipelines continuously sending billions of events per day with hosted streaming aggregation. Orb's enterprise page reports customer results including 1.5M invoices monthly and 40x revenue growth since using Orb to monetize usage.
Frequently asked questions
How much are SaaS vendors changing prices in 2025 and 2026?
Vertice's cited dataset shows SaaS price movement well above general inflation. Vertice recorded 11.4% SaaS price growth year over year against 2.7% average G7 inflation, with 58% of vendors raising list prices in 2024 and some increases reaching 25%. Zylo documents 10% to 20% increases at several large SaaS vendors in 2025, set against projected IT budget growth of 2.8%. Usage-linked pricing can make the charging basis observable when variable charges map directly to measured consumption.
How does usage-based pricing relate to SaaS revenue growth?
The relationship is an observed association rather than a demonstrated cause. In High Alpha's cohort data, outcome-priced respondents reported 65% year over year growth, consumption 43%, hybrid 40%, and subscription 34%, while hybrid led on net revenue retention at 105%. SBI separately reports that 24% of horizontal SaaS solutions use usage-based pricing and those companies were 68% more likely to meet or exceed growth targets. High Alpha's 2025 benchmark also shows 38% of companies at $20M to $50M ARR and 40% of companies above $50M ARR include consumption- or outcome-based revenue in total ARR.
What are the most effective SaaS pricing strategies today?
Current evidence does not identify one universally superior SaaS pricing model. High Alpha reports outcome-priced respondents at 65% year over year growth, consumption at 43%, hybrid at 40%, and subscription at 34%, while hybrid leads NRR at 105%. On process, data-led pricing approaches were nearly 10x more likely to exceed growth targets, while 48% of pricing leaders still report deciding on intuition alone. Outcome pricing was used by 2 of 321 respondents in SBI's survey and by 3.8% of AI-agent companies in Orb's 2026 study, so current adoption data supports treating it as a frontier practice rather than a default.
How important is billing transparency for SaaS customers?
Billing transparency is particularly important under consumption pricing. Zylo's 2026 survey found 78% of IT leaders experienced unexpected charges tied to consumption or AI features. Where charges vary with usage, customers benefit from seeing consumption accrue in real time rather than discovering it on an invoice. Orb's Experience Kit addresses this directly with pricing calculators, checkout flows, advanced dashboards, and real-time usage visibility.
Can historical usage data inform future SaaS pricing decisions?
Yes. Historical usage data can inform pricing simulations and comparisons. SBI found that companies following data-led pricing approaches were nearly 10 times more likely to exceed growth targets than those relying on instinct, while 48% of pricing leaders report making critical decisions on intuition alone. Modeling a proposed change against historical usage can help teams evaluate revenue and customer impact before deployment. Orb's simulations let teams experiment on real product-usage data, compare scenarios, and project customer and revenue impacts without impacting real customers.