33 hybrid pricing model trends reshaping SaaS revenue strategy

Market data reveals why blending subscription and usage-based pricing has become a fast-growing monetization approach in software

Hybrid pricing has moved rapidly toward the mainstream in recent software monetization surveys. In Growth Unhinged's 2025 survey of more than 240 software companies, adoption surged from 27% to 41% in twelve months. The increase is consistent with a broader shift toward pricing that combines predictable subscription revenue with usage-linked charges. For businesses implementing these complex pricing structures, Orb's usage-based billing engine meters usage at scale without added engineering labor and supports hybrid pricing workflows.

Key takeaways

• Hybrid adoption is accelerating: In Growth Unhinged's 2025 survey of more than 240 software companies, hybrid pricing rose from 27% to 41%, an increase of 14 percentage points, or about 52% relative
• Historical usage-based pricing benchmarks show stronger growth and retention: OpenView's 2021 research found public software companies using UBP grew 29.9% versus 21.7% for peers, while net dollar retention was 120% versus 110%
• Seat-based pricing declined in the survey: Pure per-seat models dropped from 21% to 15% in Growth Unhinged's survey, while IDC forecasts that 70% of software vendors will refactor pricing around consumption, outcomes, or organizational capability by 2028
• AI is increasing pricing complexity: In Tropic's customer renewal data, AI-driven price increases range from 20-37%, far exceeding typical 3-9% annual SaaS uplifts, increasing pressure for more flexible pricing structures
• Credit-based models are growing rapidly: The number of companies offering credit-based pricing increased 126% year-over-year, reaching 79 of the 500 companies tracked in the PricingSaaS 500 Index

Understanding hybrid pricing: market adoption and growth trajectory

Hybrid pricing is becoming a more prominent SaaS monetization strategy. Market data from multiple industry studies shows increasing adoption across several recent datasets.

1. Hybrid pricing adoption surged from 27% to 41% in twelve months

In Growth Unhinged's 2025 survey of more than 240 software companies, hybrid pricing adoption rose from 27% to 41% between 2024 and 2025, an increase of 14 percentage points, or about 52% relative. The result shows materially broader hybrid-pricing adoption within the survey sample.

2. 43% of companies combine subscriptions with usage-based pricing

Chargebee reports that 43% of companies combine subscriptions with usage-based pricing. The finding shows that many businesses are layering usage-based components onto predictable subscription elements rather than replacing subscriptions outright.

3. By 2023, 61% of SaaS companies had some form of usage-based pricing in place

By 2023, 61% of SaaS companies had some form of UBP in place, up from 27% in 2018, according to data cited by m3ter from OpenView. This is a dated historical benchmark rather than a measure of 2026 adoption.

4. Seat-based pricing adoption in the survey fell from 21% to 15%

Pure per-seat models in Growth Unhinged's 2025 survey fell from 21% to 15% over twelve months. The result signals growing use of pricing structures beyond fixed seat counts within the survey sample.

5. Flat-fee subscriptions fell from 29% to 22%

Traditional flat-rate subscription models in the same Growth Unhinged survey fell from 29% to 22%, a decline of 7 percentage points. The shift is consistent with greater use of hybrid and usage-linked approaches within the surveyed companies.

6. IDC forecasts that 70% of software vendors will refactor pricing away from pure seat-based models by 2028

IDC forecasts that 70% of software vendors will refactor pricing strategies around new value metrics such as consumption, outcomes, or organizational capability by 2028. This forecast reinforces the structural shift toward pricing models that extend beyond pure per-seat approaches.

The strategic advantage: financial performance of usage-aligned and hybrid models

Industry benchmarks associate usage-aligned and hybrid pricing with stronger growth and retention metrics than pure subscriptions in specific datasets and periods. The results vary by study, so historical UBP benchmarks should not be treated as universal current performance estimates for hybrid pricing.

7. Public software companies using UBP grew about 38% faster in OpenView's 2021 benchmark

OpenView's 2021 research found that public software companies using UBP grew 29.9% versus 21.7% for peers, or about 38% faster. This is a historical usage-based pricing benchmark, not a current hybrid-pricing performance estimate.

8. OpenView's 2021 UBP benchmark reported 120% NDR versus 110% for peers

The same OpenView research reported 120% net dollar retention for usage-based companies versus 110% for peers. That is a 10 percentage point difference.

9. Hybrid companies reported a 21% median growth rate in Maxio's 2025 pricing report

Maxio's 2025 Pricing Trends Report says companies using hybrid models reported the highest median growth rate at 21%, outperforming pure subscription and usage-based models. Separately, Maxio says high-growth SaaS companies exceeding 40% annual growth overwhelmingly prefer hybrid models.

10. Seat-only pricing can become less aligned with customer value as AI changes how work scales

As AI and automation decouple output from user count, revenue tied purely to headcount can struggle to capture expanding value. Hybrid structures provide a way to retain a predictable subscription component while tying part of the price to usage or another value metric.

11. Fixed seat pricing can become misaligned with variable AI costs

AI features carry variable costs such as tokens, compute, storage, and bandwidth. Chargebee notes that treating resource-intensive AI capabilities as flat monthly features can create unsustainable unit economics as usage scales. Hybrid models can better align revenue with variable cost exposure as usage scales.

12. Snowflake reported 158% net revenue retention as of January 31, 2023

Snowflake officially reported 158% net revenue retention as of January 31, 2023. This is a dated historical benchmark rather than a current metric, and the figure should not be attributed causally to Snowflake's consumption-based business model.

13. Datadog generated $3.43 billion in revenue with 28% YoY growth

Datadog reported 2025 revenue of $3.43 billion, representing 28% year-over-year growth. The financial result should be treated as a company performance metric rather than attributed causally to a particular pricing architecture.

The AI pricing impact: how artificial intelligence is transforming monetization

AI adoption is putting additional pressure on traditional SaaS pricing strategies. The variable costs of AI features make pricing design more important for maintaining margins while aligning charges with customer value.

14. In Tropic's customer renewal data, AI-driven price increases range from 20-37%

Based on real-world renewal data across Tropic customers, AI-driven price increases range from 20-37%, far exceeding the typical 3-9% annual SaaS uplift. Tropic frames this spread as an "AI Tax" and notes that vendors are also changing how they charge for AI through credit-based and outcome-based pricing.

15. In Tropic's data, negotiation reduces AI pricing increases by roughly 55%

Tropic reports that negotiation reduces initial AI-related price increase asks by roughly 55% on average, with flexible deals ending at approximately 12% final uplifts versus initial asks of 20-37%. This gap highlights the importance of transparent, value-aligned pricing.

16. AI-native average spend grew 94.35% for Tropic's MM/Enterprise customers

In Tropic's MM/Enterprise customer data, average spend on AI-native tools increased 94.35% year-over-year. This spending acceleration underscores the operational importance of billing systems that can support complex AI pricing structures.

17. Hybrid SaaS and AI average spend rose 50.76% for Tropic's MM/Enterprise customers

In Tropic's MM/Enterprise customer data, average spend on hybrid SaaS and AI tools increased 50.76%, while primarily SaaS tools grew 7.89%.

18. Spending on AI-native applications jumped 108% year-over-year

Zylo's 2026 SaaS Management Index reported that AI-native application spending jumped 108%, highlighting the rapid shift in software portfolios toward AI-native applications.

19. Fewer than one-third of companies in Tropic's report can tie AI investments to P&L impact

Despite significant AI spending, Tropic reports that fewer than one-third of companies can tie AI investments to measurable P&L impact. This measurement gap makes it more important for pricing structures to connect charges to measurable usage or outcomes.

For companies managing AI monetization, Orb's AI pricing solutions provide the infrastructure needed to implement token-based, consumption, and hybrid pricing models.

Credit-based pricing: a fast-growing mechanism for flexible monetization

Credit systems are a fast-growing mechanism for implementing hybrid pricing, allowing companies to combine prepaid commitments with usage flexibility.

20. Credit-based pricing adoption increased 126% year-over-year

The number of companies in the PricingSaaS 500 Index offering credit-based pricing grew from 35 to 79, a 126% increase in one year.

21. 79 of the 500 companies tracked in the PricingSaaS 500 Index offer credit models

79 of 500 companies tracked in the PricingSaaS 500 Index offered a credit model, or 15.8%. This supports credit-based pricing as a rapidly emerging mechanism for balancing predictability with usage flexibility, rather than an established market standard.

22. More than 1,800 pricing and packaging changes occurred among 500 tracked SaaS and AI companies in 2025

Growth Unhinged and PricingSaaS observed more than 1,800 pricing and packaging changes among 500 tracked SaaS and AI companies in 2025, averaging 3.6 per company. This frequency of adjustment makes flexible billing infrastructure more important, including infrastructure that supports rapid, configurable price changes.

Contract terms and vendor behavior in the hybrid pricing era

Tropic's customer data illustrates how contract length, discounting, and spend concentration shifted across its software purchasing dataset in 2025.

23. In Tropic's 2025 customer data, 74.5% of contracts fall in the 13-24 month range

In Tropic's 2025 customer dataset, 74.5% of contracts span 13-24 months, representing a 56% year-over-year increase in this duration band.

24. In Tropic's 2025 customer data, short-term contracts represented 21.4% of agreements, down 27% year-over-year

In Tropic's 2025 customer data, 0-12 month contracts represented 21.4% of agreements, down 27% year-over-year. The dataset shows a clear shift toward mid-range commitments.

25. Hybrid SaaS and AI tools saw an 8.7% increase in average contract length in Tropic's data

Average contract terms for hybrid SaaS and AI tools rose from 19.3 to 21 months, an 8.7% year-over-year increase according to Tropic's accompanying analysis and the largest relative increase among the three AI categories in that analysis.

26. Short-term contracts had the highest average discount at 31.9% in Tropic's 2025 data

In Tropic's 2025 data, 0-12 month contracts had the highest average discount at 31.9%, while 12-24 month deals averaged 26.3%. Tropic cautions that this pattern differs from 2024 and may prove to be an anomaly rather than a durable relationship between term length and discounting.

27. Top 10 suppliers represented 74.2% of software spend in Tropic's customer data

Spend concentration remained high in Tropic's dataset, with the top 10 suppliers representing 74.2% of software spend in 2025 and tail spend representing 25.8%.

28. Average spend on the top 10 suppliers reached $5.2 million in Tropic's 2025 customer data

Average spend on the top 10 suppliers in Tropic's customer data grew from about $4.2 million to $5.2 million year-over-year, indicating increasing spend concentration among primary suppliers in that dataset.

Operational challenges: billing complexity in hybrid models

The transition to hybrid pricing can create operational challenges that favor billing infrastructure designed for variable usage and complex pricing.

29. 78% of IT leaders report unexpected charges tied to AI features or consumption-based pricing

Zylo reports that 78% of IT leaders experienced unexpected charges tied to AI features or consumption-based pricing in the previous year. This result underscores the importance of transparent billing systems with timely usage visibility.

30. Subscription pricing could decline from 60% to 30% over the next decade

RSM cites a Bloomberg estimate that subscription-based pricing could decline from 60% toward 30% of software pricing models over the next decade. Billing systems that can evolve across subscription, consumption, and outcome-linked structures are better aligned with this potential transition.

31. Outcome-based pricing is expected to rise from 10% to 60%

The same Bloomberg estimate cited by RSM says outcome-based pricing is expected to rise from 10% to 60% over the coming decade. This is a forecast, not observed adoption, and it would require billing systems capable of measuring and charging for delivered value.

For finance teams managing complex hybrid billing, Orb's finance workflows support AR aging and advanced dunning, ASC 606-aligned revenue-recognition reporting, and cross-system reconciliation through exportable daily summaries and finance-stack integrations.

Market segment spending: how software spend changed by company size

32. AI-native average spend rose 23.52% among Tropic's SMB/Growth customers

In Tropic's SMB/Growth customer data, average spend on AI-native tools increased by 23.52%, hybrid SaaS and AI tools grew 29.71%, and primarily SaaS tools declined 8.40%.

33. Average software spend rose 50% among Tropic's SMB/Growth customers

Average software spend among Tropic's SMB/Growth customers increased 50% year-over-year, while average spend among MM/Enterprise customers increased nearly 58%.

Implementing hybrid pricing: practical considerations

Building the right billing infrastructure

Operationalizing hybrid pricing at scale can require billing systems that handle:

• Ingestion and metering of raw usage events across multiple dimensions
• Prepaid credit drawdown with auditable balance tracking
• Mid-cycle plan changes with configurable invoice treatment
• Retroactive adjustments with auditable reconciliation
• Revenue recognition that handles both subscription and usage components

Orb's contract-to-cash capabilities complement this infrastructure by automatically extracting billing terms from contracts and generating invoice schedules in minutes across complex pricing models.

Avoiding common pitfalls

Companies transitioning to hybrid pricing frequently encounter these challenges:

• Billing system rigidity: Billing architectures designed for simpler subscription models can make dimensional pricing or complex credit systems harder to operate. Orb's dimensional price groups support pricing across multiple usage dimensions, such as region, instance type, and environment, using a single pricing configuration for dimension combinations.
• Revenue recognition complexity: Mixed models can require more sophisticated accounting treatment
• Customer transparency gaps: Unexpected charges can erode trust and contribute to churn risk
• Engineering bottlenecks: Pricing changes that require code deployment slow iteration

Frequently asked questions

What defines a hybrid pricing model in SaaS?

A hybrid pricing model combines fixed subscription components with variable usage-based elements. Typically, customers pay a base fee for platform access and core features, then additional charges scale with consumption of specific resources like API calls, compute time, storage, or AI tokens. This structure can provide more revenue predictability than pure usage pricing while allowing part of the charge to scale with consumption or another value metric.

How can companies balance fixed and variable components effectively?

Effective hybrid pricing requires identifying which value drivers should be fixed versus variable. Platform access and core features typically remain subscription-based, while resource-intensive or highly variable features use consumption pricing. The balance depends on cost structure, competitive positioning, and customer preference for predictability versus flexibility.

What are the main challenges in implementing hybrid pricing models?

Primary challenges include billing system complexity, revenue recognition requirements, customer communication, and pricing iteration speed. Companies need infrastructure that can meter usage accurately, generate accurate invoices, provide real-time visibility to customers, and support frequent pricing changes without engineering involvement.

How does hybrid pricing impact financial reporting?

Hybrid models can increase revenue recognition complexity because fixed fees, variable consideration, prepaid credits, and usage charges may require different treatment depending on contract terms and performance obligations. Finance teams need systems that can track prepaid balances, usage drawdown, and the timing of recognized revenue with an auditable record.

Can small and medium-sized businesses benefit from hybrid pricing?

Yes. SMBs can use hybrid models to combine a predictable base charge with variable usage components that scale as customers consume more of the product. The key requirement is billing infrastructure that can handle the added metering, invoicing, and pricing logic without creating a disproportionate engineering burden.