35 SaaS gross margin statistics that define profitability in 2026

Data-driven insights revealing how gross margin separates high-value SaaS companies from the rest, and why accurate billing infrastructure matters more than ever

SaaS gross margin has become one of the most scrutinized metrics among investors evaluating software companies. In SEG's Q2 2025 public SaaS cohort, companies exceeding 80% gross margin traded at a 7.2x median EV/TTM revenue multiple, while those below 60% traded at 3.5x. This valuation gap has practical consequences for founders, finance teams, and operators trying to scale their businesses. For companies running complex pricing models, Orb's usage-based billing engine provides a strong data foundation by metering raw usage events, carrying them from event ingestion to invoice, and supporting auditable billing workflows. The data below breaks down where SaaS margins stand across the latest available 2025 and 2026 profitability benchmarks, how AI and usage-based pricing are reshaping those benchmarks, and selected historical adoption context for usage-based pricing.

Key takeaways

• The 80% threshold is associated with premium valuations: In SEG's Q2 2025 public SaaS cohort, companies above 80% gross margin traded at a 105% premium to the SEG SaaS Index.
• AI is changing margin profiles: ICONIQ reports that surveyed AI builders expect 52% average gross margin in 2026, while model inference rises to 23% of product cost at the scaling stage in the cited ICONIQ sample.
• Gross margin rises across scale bands: Software gross margin increases 14 points, from 72% at sub-$5M ARR to 86% at $50M-$100M ARR in Aleph's 2025 benchmark data.
• Usage-only pricing pairs lower gross margin with high efficiency: Usage-only pricing runs at a 62% median gross margin while posting the highest ARR per employee among the pricing approaches Aleph compares.
• Professional services reduce blended margins: Pure SaaS reaches an 82% median, while SaaS plus services is 72% in SaaSRise's 2026 report.

Understanding gross profit margin: definition and importance for SaaS

Gross profit margin measures the percentage of revenue remaining after subtracting the direct costs required to deliver a product or service. For SaaS companies, COGS often includes hosting infrastructure, support personnel directly tied to servicing live accounts, third-party software used in delivery, and implementation work directly tied to customer delivery. Unlike businesses centered on physical goods, software can support high gross margins because incremental delivery costs can scale more slowly than revenue.

1. The 2025 median software gross margin is 80%

According to the 2026 Aleph and Benchmarkit SaaS and AI Performance Benchmarks, which cover 342 companies overall and 228 to 232 participants in gross-margin cuts, the median software gross margin is 80% for full-year 2025. When services and other revenue are included, the blended total-revenue margin is 76%.

2. 56% of companies in SEG's Q3 2025 SaaS cohort report gross margins above 70%

SEG's Q3 2025 analysis reports that 56% of SaaS companies in its public-market cohort maintained gross margins above 70%, with 17% exceeding 80%.

3. Top-quartile companies clear 86% software gross margin

The top quartile clears 86% software gross margin in Aleph's benchmark, at least 6 percentage points above the 80% median.

4. Gross margins below 70% prompt deeper buyer diligence

SEG states that margins below 70% prompt potential buyers to investigate what may be slowing gross-margin expansion. The firm highlights elevated delivery costs, inefficient pricing or packaging, and business-model mix as possible explanations.

Calculating your SaaS gross profit margin: formula and practical examples

The gross profit margin formula is straightforward: (Revenue - Cost of Goods Sold) / Revenue × 100. The harder part is classifying COGS consistently. Hosting costs, compensation for support staff directly involved in service delivery, and embedded third-party software costs can belong in COGS when they are directly tied to delivering the current product. Sales, marketing, and general administrative expenses are generally operating expenses rather than COGS.

5. Median total revenue gross margin is 77%

Across Benchmarkit's 2025 population, the 77% median total-revenue gross margin compares with 81% for subscription revenue. The difference reflects the effect of services and other lower-margin revenue on the blended result.

6. Professional services revenue has a 30% median gross margin

Benchmarkit reports a 30% gross margin median for professional services revenue. That is materially below the 81% subscription-revenue median in the same benchmark and can reduce total gross margin when services represent a meaningful share of revenue.

7. Smaller software companies under $1M revenue have 67% gross margin

Chargebee reports that software companies under $1 million in revenue have a 67% gross margin in the benchmark it cites.

For companies billing based on consumption, accurate revenue capture directly affects gross-margin calculations. Orb Finance Workflows supports AR aging, advanced dunning for collections, and ASC 606-aligned revenue recognition, giving finance teams a centralized revenue-data foundation for margin analysis.

Gross profit margin vs. net profit margin: key differences and insights

Gross margin measures product-level economics after direct delivery costs, while net margin measures the bottom line after operating expenses, interest, taxes, and other items. The two metrics answer different questions: gross margin shows the economics of delivering the product, while net margin shows how much profit remains after the broader cost structure is included.

8. Companies above 80% gross margin trade at 7.2x median EV/TTM revenue

In SEG's Q2 2025 public SaaS cohort, companies above 80% gross margin traded at a 7.2x median EV/TTM revenue multiple, compared with 3.5x for those below 60%. At larger revenue bases, that multiple spread can translate into substantial differences in enterprise value.

9. 63% of public SaaS companies post gross margins above 70%

In SEG's Q2 2025 public SaaS cohort, 63% of public SaaS companies exceeded 70% gross margin, with 23% clearing the 80% threshold.

10. Companies exceeding 80% gross margin trade at a 105% premium

In the same Q2 2025 cohort, companies above 80% gross margin traded at a 105% premium to the SEG SaaS Index, showing an observed association between higher gross margins and higher valuation multiples in that dataset.

Operating profit margin: a complementary metric for SaaS efficiency

Operating profit margin extends gross margin by subtracting operating expenses. It shows how efficiently a company converts revenue into operating income from its core business before interest and taxes. Gross margin focuses on product delivery economics, while operating margin incorporates the cost of functions such as R&D, sales, marketing, and G&A.

11. 11% of KeyBanc survey respondents were expected to meet or exceed the Rule of 40 in 2024

In this survey, the Rule of 40 combines ARR growth and EBITDA margin. Among the 46 respondents to this question, KeyBanc and Sapphire Ventures' 2024 survey reports that 11% were expected to meet or exceed the Rule of 40 threshold in 2024.

12. Best-in-class ARR per FTE jumped 42% for companies with $20M-$50M ARR

Growth Unhinged reports that ARR per employee increased 42% for best-in-class companies in the $20M-$50M ARR band, reaching $350K, and increased 50% for companies above $50M ARR, reaching $400K.

13. Top-quartile growth for sub-$1M ARR startups reached 300%

Growth Unhinged reports that top-quartile growth for startups below $1M ARR reached 300% year over year in 2025, compared with 150% in 2023 and 250% in 2024.

Benchmarking SaaS gross margin: what are good statistics?

Gross-margin comparisons are most useful when segmented by company stage, delivery model, and pricing approach. A margin that is strong for a service-intensive or infrastructure-heavy business can be weak for a low-touch pure software model.

14. Software gross margin rises from 72% to 86% as companies scale

Aleph's cross-sectional benchmark rises by 14 points, from 72% software gross margin at sub-$5M ARR to 86% at $50M-$100M ARR. The source attributes the expansion to operating leverage and infrastructure optimization as companies scale.

15. Larger software companies achieve 75% or higher gross margin

Chargebee reports that larger software companies reach 75% or higher gross margin and attributes the difference to stronger operating efficiency and a more established customer base.

16. Pure self-serve SaaS is benchmarked at 80-85% gross margin

CFO Pro Analytics lists 80-85% gross margin for pure SaaS with self-serve delivery, reflecting a model with automated onboarding and minimal services exposure.

17. SaaS with implementation services is benchmarked at 65-75% gross margin

CFO Pro Analytics lists 65-75% gross margin for SaaS businesses that include implementation services.

18. Vertical SaaS with payment processing is benchmarked at 60-70% gross margin

CFO Pro Analytics lists 60-70% gross margin for vertical SaaS with payment processing, where processing fees can be included in COGS.

19. Hardware-enabled SaaS is benchmarked at 40-60% gross margin

CFO Pro Analytics lists 40-60% gross margin for hardware-enabled SaaS, where hardware costs create a structurally different delivery-cost profile from pure software.

The impact of usage-based pricing on SaaS gross margin

Usage-based pricing changes margin dynamics because revenue and some delivery costs can both vary with consumption. The resulting economics can differ materially from flat subscription models, especially in infrastructure-heavy products.

20. Usage-only pricing models run at 62% median gross margin

Companies using usage-only pricing post a 62% gross margin median in Aleph's 2025 data, below the 76-84% range reported for the subscription variants it compares.

21. Usage-only pricing delivers the highest ARR per employee at $291K

Aleph reports $291K ARR per employee for usage-only pricing, the highest result among the pricing approaches in its benchmark. The same data therefore pairs a lower median gross margin with the strongest ARR-per-employee result in that comparison.

22. 45% of surveyed SaaS companies used usage-based pricing in 2021

TechCrunch reported from OpenView's survey of nearly 600 SaaS companies that 45% used usage-based pricing in 2021, up from 34% in 2020, an increase of 11 percentage points.

Orb's usage billing guide explains that precise usage tracking is foundational to accurate usage-based billing. For gross-margin analysis, missed billable usage can understate revenue and distort the resulting margin calculation. Orb's raw event architecture preserves granular usage data for billing and auditability, strengthening the connection between product activity, revenue, and finance reporting.

23. Pure SaaS commands 82% median gross margin versus 72% for SaaS plus services

SaaSRise reports an 82% median gross margin for pure SaaS and 72% for SaaS plus services. At the same revenue base, that 10-point spread creates a meaningful difference in gross profit dollars.

How AI is reshaping SaaS gross margin benchmarks

AI integration is changing SaaS unit economics because inference, model access, and supporting infrastructure can introduce direct variable costs that traditional software products did not carry at the same intensity. The effect varies by product architecture, pricing model, and how much AI usage is embedded in the delivered service.

24. AI-native companies have 5 points lower gross margins but grow three times faster

Growth Unhinged reports that AI-native companies in its 2025 survey grew three times faster than their SaaS peers while posting gross margins 5 points lower.

25. AI builders expect average gross margin to reach about 52% in 2026

ICONIQ's January 2026 State of AI snapshot says surveyed companies expect 52% average gross margin for AI products in 2026 as teams increasingly use multi-model architectures to manage performance, cost, latency, and control. This figure is an expectation from the survey, not a completed full-year result.

26. Model inference reaches 23% of AI product cost at the scaling stage

Vista Equity Partners' analysis of ICONIQ's January 2026 data reports that model inference rises from 20% of total AI product cost before launch to 23% of product cost at the scaling stage, while talent's share declines from 32% to 26%. The 23% figure is a share of AI product cost, not a share of revenue.

27. Compute-heavy AI-native SaaS is benchmarked at 55-70% gross margin

SaaSRise reports 55-70% gross margin for compute-heavy AI-native SaaS, below the 75% all-B2B SaaS median in the same report. The benchmark reflects a business model with more direct compute and inference cost exposure than traditional software.

28. Early-stage gross margins fell nearly 10 percentage points year over year

Growth Unhinged reports that nearly 10 points of year-over-year gross-margin compression appeared among early-stage companies in its 2025 benchmark and identifies AI costs as a likely contributor.

29. AI-embedded SaaS is benchmarked at 72-80% gross margin with about 35% median growth

SaaSRise reports 72-80% gross margin for AI-embedded SaaS and about 35% median growth, distinguishing it from the lower gross-margin range it reports for compute-heavy AI-native companies.

Orb's AI billing solution provides real-time consumption and revenue data and lets teams simulate price changes against historical usage before shipping. That combination gives AI companies a stronger way to connect changing model costs with pricing decisions and customer-level revenue outcomes.

Public SaaS company margin performance

Public-company disclosures provide useful reference points for margin performance at scale, although comparisons still require attention to metric definitions such as total gross margin, subscription margin, product margin, and GAAP versus non-GAAP reporting.

30. Rubrik's gross margin improved from 69% to 78% year over year

SEG reports that Rubrik expanded margins by roughly 9 percentage points, from 69% in Q3 2024 to 78% in Q3 2025.

31. HubSpot's Q2 2026 GAAP subscription margin was 83.7%

HubSpot reported an 83.7% subscription margin on a GAAP basis for Q2 2026, compared with 85.7% in Q2 2025. Its non-GAAP subscription margin was 85.3% in Q2 2026.

32. Snowflake's Q2 fiscal 2027 product gross margin was 70.9% GAAP and 74.7% non-GAAP

Snowflake reported 70.9% GAAP and 74.7% non-GAAP product gross margin for Q2 fiscal 2027, ended July 31, 2026.

33. Datadog reached $1.12B quarterly revenue with 79.6% non-GAAP gross margin

Datadog reported revenue of $1.12 billion in Q2 2026, up 36% year over year. Its Q2 earnings call reported a 79.6% non-GAAP gross margin, compared with 80.2% in Q1 2026.

Strategies to improve your SaaS gross profit margin

Improving gross margin requires coordinated attention to both cost structure and revenue capture. The highest-impact levers vary by company stage, architecture, pricing model, and delivery mix.

34. Fiscallion reports 83-88% gross margin for companies with best-in-class architectures

Fiscallion states that companies with best-in-class architectures, minimal services revenue, and disciplined COGS governance routinely achieve 83-88% gross margin. Because this is a practitioner benchmark rather than a single standardized industry dataset, the range is best treated as a directional practitioner benchmark.

35. Rubrik's valuation multiple expanded from 7.8x to 15.2x alongside margin improvement

SEG reports that Rubrik's multiple expansion from 7.8x to 15.2x EV/TTM revenue coincided with its gross-margin improvement from 69% to 78%. The relationship is an observed association and does not establish gross margin as the sole cause of the valuation change.

Key strategies for margin improvement include:

• Optimizing infrastructure costs: Right-sizing cloud resources, improving architecture efficiency, and managing vendor spend.
• Automating customer support: Reducing per-customer service costs through self-service workflows and automation where appropriate.
• Reducing revenue leakage: Capturing billable usage completely and translating it accurately into invoices.
• Strategic pricing: Aligning prices with customer value and the direct costs required to deliver the product.
• Minimizing services dependency: Productizing repeatable implementation work and reducing unnecessary manual delivery.

For companies iterating on monetization, Orb price evolution tools support simulations on real data, custom rollout plans, and auditable price changes. This gives teams a data-backed way to test revenue impact before shipping pricing changes.

Leveraging automation for accurate gross margin reporting

Accurate margin measurement depends on precise revenue capture and consistent cost attribution. Manual processes can create errors or timing differences that reduce confidence in the metrics finance teams and investors use.

The role of billing infrastructure in margin accuracy

Gross-margin calculations depend on accurate revenue and COGS figures. For usage-based businesses, missed usage or billing errors can understate billed revenue and distort gross margin. If COGS is unchanged, understating revenue lowers the calculated gross-margin percentage. Overbilling can create later credits, reversals, or other adjustments that complicate reporting.

Modern billing infrastructure should provide:

• Complete event capture: Preserve billable usage from generation through invoicing.
• Accurate aggregation: Correctly calculate tiered, volumetric, and dimensional pricing.
• Audit trails: Maintain clear lineage from raw usage events to invoice line items.
• Real-time visibility: Surface revenue and usage trends as they develop.

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. Combined with Orb's raw event architecture and query-based metrics, this gives teams a strong foundation for complex monetization without sacrificing billing traceability.

Automating COGS tracking

COGS attribution often requires allocation across infrastructure, support, third-party services, and implementation work. Automated systems that connect usage, revenue, and direct delivery costs at the customer, product, and period level can improve the granularity of margin analysis.

Orb's accrued revenue guidance explains that revenue is recorded when earned and that related expenses should land in the same period under the matching principle. That period alignment helps keep profit-margin reporting consistent. Orb's finance workflows complement this accounting foundation with revenue-recognition, collections, and AR tooling designed for the complexity of usage-based billing.

Frequently asked questions

What is a good gross profit margin for a SaaS company?

A healthy SaaS gross margin depends on the metric definition and business model. Aleph reports an 80% software median and 76% blended total-revenue margin for full-year 2025. SaaSRise reports 82% for pure SaaS and 72% for SaaS plus services. CFO Pro Analytics lists 80-85% for self-serve, 65-75% for SaaS with implementation services, and 60-70% for vertical SaaS with payment processing.

How does customer acquisition cost relate to gross profit margin?

CAC and gross margin interact through payback calculations because gross margin determines how much of each revenue dollar remains to recover acquisition costs. All else equal, an 80% gross-margin business generates twice as much gross profit per revenue dollar as a 40% gross-margin business. For the same CAC and revenue run rate, that difference can reduce gross-margin-adjusted CAC payback substantially.

What are common mistakes in calculating SaaS COGS?

Common mistakes include omitting direct hosting costs, inconsistently allocating support personnel who are directly involved in service delivery, missing embedded third-party software costs tied to the delivered product, and including operating expenses that do not belong in COGS. The exact treatment can depend on the company's accounting policy and facts, so consistency and a documented classification methodology matter.

Can gross profit margin change significantly across SaaS product lines?

Yes. Product lines can have different infrastructure intensity, support requirements, implementation effort, and third-party costs. A self-serve product can therefore have a materially different gross margin from an enterprise product that includes heavier implementation or service delivery. Product-level analysis helps prevent blended margins from hiding those differences.

How do early-stage SaaS companies compare with mature companies on gross margin?

Benchmarks vary by cohort. Chargebee cites 67% gross margin for smaller software companies under $1 million in revenue, while Aleph reports 72% below $5M ARR and 86% at $50M-$100M ARR. Both sources show higher gross margins in larger-company cohorts, but the most useful comparisons keep company scale, business model, and margin definition aligned.