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Borys Ulanenko
CEO of ArmsLength AI

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The Berry Ratio is a profit level indicator (PLI) defined as Gross Profit ÷ Operating Expenses. It measures how much gross profit is earned per dollar of operating expense incurred.
Per , Berry Ratio is appropriate only where:
Classic use cases include limited-risk distributors, sales agents, commissionaires, and service intermediaries. Berry Ratio is generally not appropriate for manufacturers, full-fledged distributors with inventory risk, or entities with valuable intangibles.
The Berry Ratio is named after Dr. Charles Berry, an economist who introduced this metric in the landmark E.I. DuPont de Nemours & Co. v. United States case in 1979. Dr. Berry used the ratio to analyze the transfer pricing of DuPont's Swiss sales affiliate, demonstrating that comparing gross profit to operating expenses could determine whether an intermediary's profit was arm's length.
Origin Story: The Berry Ratio wasn't included in US transfer pricing regulations as a listed PLI until the 1994 final §482 regulations. Today it's discussed in OECD Guidelines and recognized in US regulations—but with significant conditions on when it's appropriate.
Berry Ratio rests on a simple premise: for certain businesses, the effort expended (measured by operating expenses) is what drives profit, not the volume of sales or assets employed.
Consider a sales agent who facilitates transactions between a manufacturer and customers. The agent's revenue might be enormous (reflecting the value of goods passing through), but the agent isn't earning that revenue—it simply flows through. What the agent actually contributes is sales effort, customer service, and logistics coordination. Those activities are captured in operating expenses (salaries, marketing, admin). Berry Ratio tests whether the gross profit earned is proportionate to that effort.
Berry Ratio = Gross Profit ÷ Operating Expenses
Where:
Gross Profit should reflect only the value-added portion of transactions. For a distributor, this is the markup over purchase cost. For an agent, it's typically the commission earned. The OECD Guidelines note that interest and extraneous income should be excluded from gross profit determination.
Operating Expenses generally means non-COGS operating costs (often SG&A), and treatment of depreciation/amortization must be consistent and justified:
Depreciation Treatment: The OECD Guidelines allow flexibility on including depreciation in operating expenses. If one comparable has heavy depreciation and another doesn't, the Berry Ratios won't be comparable. Be consistent and document your treatment.
| Berry Ratio | Meaning |
|---|---|
| < 1.0 | Operating loss (gross profit doesn't cover operating expenses) |
| = 1.0 | Break-even |
| > 1.0 | Profitable (gross profit exceeds operating expenses) |
| 1.25 | 25% markup on operating expenses |
| 1.50 | 50% markup on operating expenses |
Berry Ratio can also be expressed as:
Berry Ratio = 1 + (Operating Profit ÷ Operating Expenses)
So a Berry Ratio of 1.25 means the operating profit equals 25% of operating expenses—equivalent to a 25% markup on costs.
Berry Ratio is a narrow-application PLI designed for specific circumstances. OECD TPG 2022 discusses Berry ratios at , and US Treasury Regulations list it as a valid PLI. Both emphasize it should only be used when operating expenses are the primary value driver.
establishes three conditions that must all be satisfied:
Proportionality to Expenses: "The value of the functions performed (taking into account assets used and risks assumed) is proportional to the operating expenses." More effort = more profit, with no significant returns from other factors.
Independence from Product Value: "The value of the functions performed is not materially affected by the value of the products distributed." Whether selling cheap or expensive goods, the tested party's functions (and required profit) remain the same.
No Other Significant Functions: "The taxpayer does not perform, in the controlled transaction, any other significant function (e.g., manufacturing) that should be remunerated using another method."
| Entity Type | Berry Ratio Appropriate? | Rationale |
|---|---|---|
| Limited-risk distributor | Yes (often) | Gross profit covers sales efforts; COGS is largely transfer price pass-through |
| Commissionaire / sales agent | Yes | Revenue is commission or pass-through; OPEX captures all value-add |
| Service intermediary | Yes | When revenue = cost recovery + service fee |
| Procurement hub | Possibly | If acting as a routine sourcing agent without inventory risk |
| Full-fledged distributor | No | Inventory risk and market risk mean returns should tie to sales/assets |
| Contract manufacturer | No | Value-add is in production (COGS), not SG&A |
| Any entity with intangibles | No | IP value isn't captured in operating expenses |
Decision Rule: Ask yourself: "Could this arrangement have been structured as a cost-plus service fee?" If yes, Berry Ratio may be appropriate. If the entity needs returns tied to sales volume, inventory risk, or valuable IP, Berry Ratio is not the right tool.
Understanding when Berry Ratio fails is as important as knowing when it works. Misapplication is one of the most common transfer pricing errors.
1. Significant Inventory or Product Value Risk
If the tested party owns inventory and bears obsolescence or pricing risk, profit should partly reflect a return on that capital. Berry Ratio ignores inventory—two distributors with identical operating expenses but vastly different inventory levels would show identical Berry Ratios, which doesn't reflect their different risk profiles.
2. Asset-Intensive Operations
Berry Ratio has no place for assets in the formula. If the tested party uses significant tangible assets (warehouses, equipment) or intangibles (brand, technology), the return to those assets isn't captured. Use ROA or operating margin instead.
3. Valuable Intangibles
If the tested party owns or exploits valuable intangibles, its profits shouldn't just be a function of operating expenses. A company with a famous brand might have minimal selling expenses (the brand sells itself) but high profits—an appropriately high Berry Ratio that doesn't need "fixing."
4. Manufacturing Functions
Manufacturers create value through production (reflected in COGS), not just SG&A. explicitly excludes entities performing "any other significant function (e.g. manufacturing function)" from Berry Ratio applicability. The ratio would typically yield unreliable results because manufacturing value-add isn't captured in the operating expense denominator.
5. Inconsistent Cost Classification
Berry Ratio is "very sensitive to classification of costs as operating expenses or not, and therefore can pose comparability issues" (). If comparables treat freight, distribution costs, or certain labor differently (COGS vs. OPEX), the Berry Ratios won't be comparable.
The Comparability Trap: Berry Ratio can produce drastically different results from identical economics if costs are classified differently. If you can't verify consistent COGS/OPEX treatment across comparables, consider a different PLI.
Berry Ratio and Operating Margin measure profitability against different bases. Understanding when each is appropriate is essential.
| Factor | Berry Ratio (GP/OPEX) | Operating Margin (OP/Sales) |
|---|---|---|
| Formula | Gross Profit ÷ Operating Expenses | Operating Profit ÷ Sales |
| Value Driver Focus | Operating expenses (effort) | Revenue (sales volume) |
| Best For | Pass-through activities, agents | Distributors, service providers |
| Sensitivity | Cost classification; OPEX changes | Revenue fluctuations; pricing |
| When Revenue is Pass-Through | More reliable | May distort results |
| Acceptance | Limited (specific conditions) | Universal |
Same Distributor, Different PLI Results:
| Item | Amount |
|---|---|
| Sales | €1,000,000 |
| COGS (purchases from parent) | €950,000 |
| Gross Profit | €50,000 |
| Operating Expenses | €40,000 |
| Operating Profit | €10,000 |
PLI Calculations:
| PLI | Calculation | Result |
|---|---|---|
| Operating Margin | €10,000 ÷ €1,000,000 | 1.0% |
| Berry Ratio | €50,000 ÷ €40,000 | 1.25 |
Interpretation: The 1% operating margin looks thin, but this is a pass-through distributor. Berry Ratio of 1.25 (25% markup on operating costs) is reasonable for a routine intermediary. Berry Ratio strips out the pass-through COGS and evaluates profit against the value-adding activities.
Berry Ratio acceptance varies by jurisdiction. Understanding local preferences helps anticipate audit challenges.
Berry Ratio benchmarking requires comparables with similar functional profiles and consistent cost classification.
| Challenge | Mitigation |
|---|---|
| Comparables classify costs differently | Review notes; adjust if possible; exclude if unreliable |
| Some comparables include depreciation in COGS | Standardize treatment; document adjustments |
| Mixed business models | Screen out companies with manufacturing or IP segments |
| Wide Berry Ratio variance | Check functional comparability; outliers may not be comparable |
There is no universal "correct" Berry Ratio—the arm's length range must be derived from your own comparable company analysis. In some routine intermediary benchmark sets, observed Berry Ratios may cluster modestly above 1.0 (reflecting that profitable entities exceed break-even), but the specific range depends entirely on industry, function, and comparable data.
Do Not Use Rules of Thumb: Berry Ratio ranges like "1.1–1.3 for distributors" are sometimes cited in practitioner discussions, but these are illustrative heuristics, not defensible benchmarks. Your analysis must be based on actual comparable company data, not industry generalizations.
Facts:
Financials:
| Item | Amount |
|---|---|
| Revenue | €5,000,000 |
| COGS (transfer price) | €4,500,000 |
| Gross Profit | €500,000 |
| Operating Expenses | €400,000 |
| Operating Profit | €100,000 |
Berry Ratio: €500,000 ÷ €400,000 = 1.25
Comparable Range (illustrative): Assume a benchmarking study identified independent limited-risk distributors with Berry Ratios ranging from 1.15–1.30.
Result: Berry Ratio of 1.25 falls within the illustrative arm's length range. The subsidiary earns a 25% markup on its operating expenses, consistent with its routine functions. (In practice, you must derive the range from your own comparable search.)
Facts:
Why Berry Ratio Fails:
Using Berry Ratio = 1.25 would suggest this entity should earn only €100,000 profit. But this distributor:
An operating margin analysis with comparables bearing similar risks might show arm's length margins of 5%–8%, yielding appropriate profits of €250,000–€400,000. Berry Ratio dramatically undercompensates the entrepreneurial functions.
Correct Approach: Use Operating Margin or potentially ROA given the inventory and working capital investment.
Same Economics, Different Classification:
| Firm A | Firm B (€40 reclassified from OPEX to COGS) | |
|---|---|---|
| Revenue | 1,000 | 1,000 |
| COGS | 850 | 890 |
| Gross Profit | 150 | 110 |
| OPEX | 120 | 80 |
| Operating Profit | 30 | 30 |
| Berry Ratio | 1.25 | 1.375 |
Lesson: Same operating profit, same economics—but Berry Ratio differs by 12.5 percentage points solely due to accounting classification. This illustrates why consistent COGS/OPEX treatment is critical for Berry Ratio reliability.
Problem: Inconsistent COGS vs. OPEX treatment between tested party and comparables.
Solution: Review financial statement notes; make adjustments for consistency; if adjustment is impossible, consider excluding the comparable or using a different PLI.
Problem: Operating expenses include reimbursed costs that don't represent value-adding activities.
Solution: Exclude pass-through costs from both tested party and comparables. The denominator should reflect only the entity's own value-adding expenses.
Problem: Applying Berry Ratio to entities with inventory risk, valuable intangibles, or manufacturing functions.
Solution: Validate that conditions are met before selecting Berry Ratio. If in doubt, use Operating Margin.
Problem: Including full-fledged distributors in a comparable set for a limited-risk distributor.
Solution: Strict functional screening—comparables must match the tested party's limited functions, not just industry codes.
Problem: Selecting Berry Ratio because it produces a favorable result without documenting why it's appropriate.
Solution: Document explicitly how OECD conditions are satisfied. Tax authorities are skeptical of Berry Ratio—expect to defend the choice.
Guides:
Glossary:
The Berry Ratio equals Gross Profit ÷ Operating Expenses. It's appropriate only for low-risk entities where operating expenses are the primary value driver—typically limited-risk distributors, sales agents, or service intermediaries. Use it when COGS is pass-through and the tested party doesn't bear significant inventory risk or own valuable intangibles. If profit is influenced by factors beyond operating expenses, Berry Ratio will not produce reliable results.
Berry Ratio (GP/OPEX) measures profit relative to operating expenses—appropriate when operating effort drives value. Operating Margin (OP/Sales) measures profit relative to revenue—appropriate when sales volume drives value. For a pass-through distributor where revenue is largely transfer price markup, Berry Ratio may be more reliable because it focuses on the value-adding expenses. For entities where sales execution creates value (full distributors, service providers), Operating Margin is typically preferred.
Berry Ratio is discussed in and explicitly listed as a valid PLI in US regulations (§1.482-5). In OECD-aligned jurisdictions, acceptance generally tracks the OECD conditions—but Berry Ratio is less commonly used than operating margin in practice. In India, Berry Ratio analyses face scrutiny at assessment stage, though tribunals and courts have accepted it in appropriate intermediary fact patterns. Always check local guidance and document why Berry Ratio is appropriate for your specific facts.
There's no universal "correct" Berry Ratio—it depends entirely on your comparable company analysis. Since Berry Ratio = 1 + (Operating Profit ÷ Operating Expenses), a Berry Ratio above 1.0 indicates profitability (the higher the ratio, the higher the markup on expenses). In some routine intermediary benchmark sets, observed Berry Ratios may cluster modestly above 1.0, but the specific arm's length range must be derived from your own comparables. Do not rely on industry generalizations or rules of thumb.
Berry Ratio uses gross profit in the numerator and operating expenses in the denominator. If costs are classified differently (COGS vs. OPEX), the ratio changes dramatically even when operating profit stays the same. For example, shifting €40 from OPEX to COGS changes Berry Ratio from 1.25 to 1.375—a 12.5 percentage point swing with identical economics. This sensitivity means Berry Ratio analysis requires rigorous verification that tested party and comparables classify costs consistently.
Generally no. Contract manufacturers create value through production activities, which are reflected in COGS, not operating expenses. explicitly requires that the taxpayer does not perform "any other significant function (e.g. manufacturing function)" as a condition for Berry Ratio applicability. Using Berry Ratio for a manufacturer would typically produce an unreliable result because the value-adding functions aren't captured in operating expenses. Use Net Cost Plus or Return on Assets for manufacturing operations.
Pass-through costs—expenses that are reimbursed or don't represent value-adding activities—should be excluded from the operating expense denominator for both tested party and comparables. Including them inflates the denominator and artificially depresses the Berry Ratio. Document which costs you've excluded and why.
The Berry Ratio originates from E.I. DuPont de Nemours & Co. v. United States (1979), where Dr. Charles Berry introduced the concept as an expert witness. Sundstrand Corp. v. Commissioner (1991) further established its use for limited-risk entities in the US context. In India, tribunals and courts have accepted Berry ratio-type PLIs in appropriate indenting/intermediary fact patterns (e.g., Mitsui & Co. India, Mitsubishi-type rulings). The DHL Corp. case (1998) cautioned that cost-based methods fail when valuable intangibles (like trademarks) drive profits.
The OECD Transfer Pricing Guidelines provide specific guidance on the Berry Ratio as a profit level indicator: