Transaction multiples vs trading multiples: which panel should value a company?

Two panels, two levels of value. The comparison to choose between transaction multiples and trading multiples.

Introduction: transaction multiples vs trading multiples, which market reference should value a company?

Two panels of comparables can produce two very different values for the same company, not because one of them is wrong, but because they do not measure the same thing. Transaction multiples and trading multiples both rest on the market approach, but one captures the price paid to take control of a company, the other the daily exchange price of a minority, liquid stake.

According to Aswath Damodaran of the NYU Stern School of Business, almost 85% of equity research reports and more than half of acquisition valuations rest on a multiples method rather than a discounted cash flow. Choosing the right panel, transactional or trading, is therefore not a technical detail: it is the decision that shapes most of the valuations produced every year.

"When the guideline public comparable method is used to value a subject asset that reflects a controlling interest, a control premium may be appropriate. Conversely, when the guideline transaction method is used to value a subject asset that reflects a minority interest, a discount for lack of control may be appropriate.", International Valuation Standards Council, IVS 105, Market Approach.

Three factors make this distinction particularly sensitive in 2026. First, the spread of private transaction databases has multiplied the panels available without always guaranteeing comparability, since each transaction embeds synergies specific to its acquirer. Second, stock market volatility complicates selecting a trading multiple that stays stable over time for a valuation meant to reflect long-term value. Third, mechanically applying a control premium drawn from statistical studies, without checking whether it actually fits the target's profile, remains a frequent source of distorted valuations according to specialist appraisal firms.

This article covers the definition, origin and construction of transaction multiples and trading multiples, explains why control premiums and illiquidity discounts never apply in the same direction, then illustrates these concepts with two worked cases, a French sale and a Swiss minority valuation, before answering the ten questions most frequently asked on the topic.

Transaction multiple: a valuation multiple derived from the price paid in comparable sales, generally reflecting a controlling interest.
Trading multiple: a valuation multiple derived from the share price of comparable listed companies, reflecting a minority, liquid interest.
Control premium: an upward adjustment to a trading multiple to reflect the value of taking control of a company.
Illiquidity discount: a downward adjustment to a trading multiple to reflect the absence of an organised market for the shares of a non-listed company.

Secure your next business valuation

Before settling on a panel of comparables, talk to Hectelion's teams about the choice between transaction multiples and trading multiples. Book a first 30-minute call to discuss the context of your valuation, a sale, a transfer or a shareholder dispute, and the level of interest, majority or minority, to be valued.

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Definition: what is a transaction multiple and what is a trading multiple?

The transaction multiples method derives a valuation multiple, most commonly EV/EBITDA, from the price actually paid in sales of companies comparable to the target. Since the vast majority of these sales involve controlling blocks, the resulting multiple inherently embeds a control premium and, often, a share of the synergies the acquirer anticipated, specific to each deal.

The trading multiples method, conversely, derives the same type of multiple from the share price of comparable listed companies. That price reflects the daily exchange of minority, liquid interests, with no control premium and no acquirer-specific synergy. The two methods therefore measure two different levels of value, and a raw trading multiple should never be compared directly to a raw transaction multiple without making explicit the adjustment needed to move from one to the other.

Direct multiples: P/E, P/B, dividend yield and FCFE

Direct multiples immediately give the equity value per share, with no adjustment for debt, since they relate the share price to an aggregate that already belongs to shareholders alone.

P/E ratio (price over net earnings per share): the most widely used multiple in practice, relevant for comparing the net profitability of companies with a similar growth profile, but sensitive to capital structure and exceptional items in net income, which makes it unreliable between companies with very different leverage.
P/B ratio (price over book value of equity): useful for sectors with heavy tangible assets where accounting closely tracks economic value, banks, insurers, listed property companies, but poorly suited to a services company whose value is mostly intangible.
dividend yield: relevant for valuing mature, cash-distributing companies with stable flows, utilities, listed property trusts, but inapplicable to a growth company reinvesting all of its profits.
Price over free cash flow to equity (FCFE): useful when net income is distorted by non-cash items, heavy depreciation, provisions, since FCFE captures the cash actually available to shareholders after debt service and capital expenditure, a multiple common in capital-intensive sectors and in private equity.

Indirect multiples: EV/EBITDA, EV/EBIT and EV/Sales

Indirect multiples relate the share price, converted into enterprise value, to an operating aggregate that sits upstream of the capital structure, which requires subtracting net debt to get back to equity value.

EV/EBITDA: the reference multiple in M&A practice, neutral to depreciation policy and capital structure, which makes it the best comparison point between companies with different capital intensity.
EV/EBIT: close to the previous one but includes depreciation, more relevant when investment intensity is itself a differentiating factor between comparables, typically in heavy industry.
EV/Sales: useful when EBITDA is negative or not meaningful, startups, high-growth SaaS, biotech, at the cost of lower precision since it entirely ignores the target's profitability.

Quick definition: the transaction multiple in one sentence

A transaction multiple is derived from the price paid in comparable sales, and generally reflects a controlling value that includes part of the acquirer's synergies.

Quick definition: the trading multiple in one sentence

A trading multiple is derived from the share price of comparable listed companies, and reflects a minority, liquid value, with no control premium.

Origin: where do transaction multiples and trading multiples come from?

The trading multiples method is the older of the two, inherited from classic financial analysis developed from the early twentieth century onward with the spread of organised stock markets and price/earnings ratios. It extended to the valuation of non-listed companies once sector-level stock price databases became widely accessible to professional appraisers.

The comparable transactions method developed later, driven by the rise of the M&A market in the 1980s and by the gradual build-up of databases recording the financial terms of deals, often incomplete for private transactions in the absence of a disclosure requirement. The International Valuation Standards Council now groups both methods under the market approach of the IVS 105 standard, which explicitly distinguishes them by the level of value each produces, a controlling interest for the first, a minority interest for the second.

Transaction multiples vs trading multiples: why does the control premium change everything?

The control premium is not a minor adjustment, it is the key that bridges one level of value to the other. According to IVS 105, when a trading multiple is used to value a controlling interest, a control premium may be appropriate, since minority shareholders of a listed company do not hold decision-making power over the business. Symmetrically, when a transaction multiple, which generally reflects a controlling sale, is used to value a minority interest, it is a discount for lack of control that becomes appropriate. These premiums and discounts are generally quantified from the premium observed between a target's share price before a public offer is announced and the price actually paid, indicators the profession refers to as market participant acquisition premiums.

This symmetric logic is precisely what practice most often overlooks. Mercer Capital, a US firm specialising in business valuation, warns that unverified application of published control premiums is a frequent cause of distorted, overstated valuations, particularly for SMEs whose real control premium is often modest, or even nil, when ownership stays concentrated both before and after the deal. The magnitude of the premium, moreover, varies sharply by market: a KPMG study of public offers observed between 2020 and 2024 finds a median premium of 37% in the United States, 32% in Asia, 29% in the United Kingdom and 28% in Western Europe, against only 17.1% in Poland, which illustrates why a global average premium can never substitute for an analysis specific to the target's market and sector.

The term control premium actually covers two distinct contexts for the same value gap. A majority discount applies when a buyer takes majority control of a company: starting from a minority reference, the buyer must pay more to obtain that control, and it is this extra amount that is usually called the control premium. A minority discount applies conversely when a minority stake in a company is valued from a controlling reference, and must instead be marked down. A control premium and a majority discount therefore describe the same reality, depending on whether the deal in question is a majority takeover or a minority stake. These two percentages are not, however, symmetrical: a 25% control premium corresponds mathematically to a discount of roughly 20% in the other direction, since 1 divided by 1.25 equals 0.80, not a 25% discount. Confusing the two percentages, or adding them together instead of converting one into the other, remains a frequent source of error in practice, covered in more depth in our article on premiums and discounts applicable in business valuation.

Why use multiples to value a company?

Multiples rely on observable market data, trading or transactional, rather than on future cash flow assumptions that are hard to verify.
They allow for a fast evaluation, consistent with the fact that almost 85% of equity research reports rely on a multiples method according to Damodaran.
They offer a common language between appraisers, investors and executives, most sale negotiations spontaneously referring to an EBITDA multiple rather than a discount rate.
They serve as a market counterpoint to a cash flow valuation, the convergence or divergence between the two approaches being in itself useful information for an executive.
More than half of valuations performed in an acquisition context rest on a multiples method according to the same source, making it the implicit reference for most price negotiations.

How do you select a panel of trading or transaction comparables?

Define the target's reference sector and sub-sector, avoiding too broad a panel that would mix heterogeneous growth or margin profiles.
Check the size and geography of the chosen comparables, a multiple observed on large listed groups not being directly transposable to an SME.
For a transaction panel, document the date of each deal and discard transactions too old for their market conditions to remain comparable.
For a trading panel, use a price period long enough to smooth short-term market volatility without incorporating outdated market conditions.
Calculate the panel's central multiple, median rather than mean to limit the effect of extreme values, and document the full range rather than a single figure.
Make explicit the adjustment applied, control premium or illiquidity discount, depending on the level of value sought for the target.
Do not overlook the choice of denominator itself: an academic study by Grbenic (2021) on valuing private firms with enterprise value multiples finds that EV/EBITDA clearly outperforms EV/EBIT on precision, and that minority and majority transactions produce comparable precision results, suggesting the choice of multiple matters at least as much as the control adjustment itself.

When should you prefer transaction multiples over trading multiples?

Criterion	Transaction multiples	Trading multiples
Level of value produced	Controlling interest	Minority, liquid interest
Typical situation	Sale or transfer of a majority stake	Valuing a minority stake or a shareholder dispute
Data freshness	Depends on how often the sector sees deals	Updated daily
Adjustment needed	Discount for lack of control if the target is minority	Control premium if the target is majority, illiquidity discount if the target is unlisted

In practice, a robust valuation cross-checks both panels rather than relying on one to the exclusion of the other, the gap between the two being itself information on the scale of the adjustment to document.

Who should you turn to for a multiples-based valuation?

Three criteria help select the right adviser. First, access to transaction and trading databases broad and recent enough to build a panel representative of the target's sector. Second, the ability to document and justify the adjustment applied, control premium or illiquidity discount, rather than mechanically applying a published figure without checking its relevance to the target's profile. Third, economic independence from traditional financial intermediaries, to select the most relevant panel rather than the one that serves an ongoing negotiation.

Hectelion performs these valuations as part of its business valuation service, drawing on dual French and Swiss expertise and a methodology aligned with IVSC standards, documented in our reference article on sector EV/EBITDA multiples in France and Switzerland as well as our dedicated article on premiums and discounts applicable in business valuation. Hectelion also supports M&A advisory engagements where these panels feed directly into price negotiation.

Advantages: availability, freshness, market reference

Trading multiples offer unmatched availability and freshness, the share prices of comparables updating continuously, unlike the forecast cash flows of a DCF that stay fixed until the next revision.
Transaction multiples offer a reference directly comparable to the negotiation at hand, since they reflect prices actually paid by real acquirers rather than theoretical quoted prices.
Cross-checking both panels makes it possible to explicitly document the value gap attributable to control, information that is useful on its own for an executive negotiating a partial or full sale.
Both methods remain understandable and debatable by non-finance specialists, which eases negotiation between seller and buyer compared with a more opaque discounted cash flow model.

Limits: data scarcity, transaction noise, stock market volatility

Transaction panels often suffer from too few recent, comparable deals in niche sectors, forcing the panel to be widened at the cost of degraded comparability.
Every comparable transaction embeds synergies specific to its acquirer, idiosyncratic noise that the panel's mean or median alone does not always neutralise.
Trading multiples remain exposed to short-term market volatility, a panel built during a market overheating or correction being able to produce a value disconnected from the target's economic fundamentals.

The 5 mistakes to avoid

Mistake 1: Directly comparing a raw trading multiple to a raw transaction multiple

Placing a trading multiple and a transaction multiple side by side without adjustment amounts to comparing two different levels of value, minority and liquid for one, controlling for the other, which systematically leads to under- or overestimation depending on the direction of the comparison.

Mistake 2: Applying a published control premium without checking its relevance

Mechanically reusing a control premium drawn from a general statistical study, without checking that it matches the target's sector, size and ownership structure, is according to Mercer Capital a frequent cause of overstated valuations.

Mistake 3: Using a panel of comparables too heterogeneous in size or geography

Including comparables of very different size or geography from the target in the same panel produces an unrepresentative central multiple, and the resulting range becomes so wide that it loses any discriminating value.

Mistake 4: Ignoring the illiquidity discount for an unlisted target valued on a trading panel

Applying a trading multiple to a non-listed SME without accounting for the illiquidity discount systematically overstates the target's value, since unlisted shares do not enjoy the daily liquidity of the reference panel's shares.

Mistake 5: Not dating the transactions or share prices used closely enough

Using transactions or share prices that are too old without checking that underlying market conditions, interest rates, the sector cycle and acquirer appetite, remain comparable at the valuation date exposes the result to a value disconnected from the current market.

Case 1: sale of a French SME valued on a transaction panel

A French specialty retail SME reports normalised EBITDA of €2.0 million. The panel of comparable transactions identified in the sector shows EV/EBITDA multiples ranging from 6.5x to 8.0x, with a median of 7.2x, a panel that reflects sales of majority blocks. Enterprise value therefore comes to 2.0 × 7.2, or €14.4 million. A trading panel of listed companies in the same sector, meanwhile, shows a median multiple of 6.0x, giving a naive enterprise value of 2.0 × 6.0, or €12.0 million. The gap between the two panels, €14.4 million versus €12.0 million, corresponds exactly to a 20% control premium, since 12.0 multiplied by 1.20 gives exactly 14.4, which confirms that the transaction panel and the trading panel, once the control adjustment is made explicit, converge on a consistent reading of the same value gap.

Case 2: Swiss minority valuation on a trading panel with an illiquidity discount

A non-listed Swiss SME, with normalised EBITDA of CHF 3.0 million, must be valued as part of a minority shareholder coming in. The panel of Swiss and European trading comparables used shows a median multiple of 8.5x EV/EBITDA, giving an enterprise value before adjustment of 3.0 × 8.5, or CHF 25.5 million. In this case, it is not a control premium that applies, since the interest being valued is itself minority, like the panel's listed shares, but a 20% illustrative illiquidity discount, reflecting the absence of an organised market for the Swiss SME's unlisted shares. The adjusted value therefore comes to 25.5 × (1 minus 0.20), or CHF 20.4 million, this example illustrating that the relevant adjustment depends not only on the level of value sought but also on the exact nature of the gap between the target and the panel used.

Word from the CEO

"A transaction multiple and a trading multiple are never two competing estimates of the same value, they are two measures of two different levels of value, and confusing the two regularly costs the negotiating parties several percentage points on a price."

"In our French and Swiss practice, the question is never which panel is right in the abstract, but which level of value, controlling or minority, actually matches what is being negotiated or disputed."

"Applying a control premium without justifying it amounts to replacing a market data point with an unverified assumption, exactly what the multiples approach is meant to avoid.", Aristide Ruot, Ph.D., Founder and Chief Executive Officer, Hectelion SA.

FAQ: the 10 essential questions on transaction multiples and trading multiples

Introduction: what to know before the questions

The questions below cover the most frequent concerns Hectelion hears from executives and investors about choosing between transaction multiples and trading multiples, complementing the definitions and worked cases detailed above.

Q1: What is the essential difference between a transaction multiple and a trading multiple?

A transaction multiple reflects a control price actually paid in comparable sales, while a trading multiple reflects the daily exchange price of a minority, liquid interest, two distinct levels of value that should never be compared directly without adjustment.

Q2: Why is the transaction multiple usually higher than the trading multiple?

It is usually higher because it embeds a control premium, which compensates for the decision-making power acquired by the buyer, as well as, where applicable, a share of the specific synergies that acquirer anticipated at the time of the deal.

Q3: How is a control premium rigorously quantified?

A control premium is generally quantified by comparing a target's share price before a public offer is announced to the price actually paid in the deal, an indicator the profession calls a market participant acquisition premium, never to be reused from a general study without checking its relevance to the target's exact profile.

Q4: When should an illiquidity discount apply rather than a control premium?

An illiquidity discount applies when the target being valued and the panel of comparables already share the same level of control, typically minority, but differ on share liquidity, the trading panel being listed and therefore more liquid than the target's unlisted shares.

Q5: Should the two panels, transactional and trading, always converge to the same value?

No, but the gap between them, once the control or illiquidity adjustment is made explicit, should remain consistent and documentable; a gap that cannot be explained by these two factors usually signals a comparability problem with the panel used.

Q6: Why use the median rather than the mean of a panel of comparables?

The median limits the effect of extreme values, common in a transaction panel where a single deal with atypical terms can significantly distort a mean calculated over a small number of observations.

Q7: Is an old transaction panel still usable?

An old transaction panel remains usable only if the underlying market conditions, interest rates, sector cycle and acquirer appetite, stay comparable at the valuation date, which must be explicitly checked rather than assumed.

Q8: What share of professional valuations rests on multiples rather than DCF?

According to Damodaran, almost 85% of equity research reports and more than half of valuations performed in an acquisition context rest on a multiples method, making it the most widely used market reference in practice.

Q9: Can transaction multiples and trading multiples be combined in the same valuation?

Yes, and it is even the recommended practice: cross-checking both panels, making explicit the control or illiquidity adjustment that separates them, strengthens the robustness of the conclusion compared with a valuation resting on a single panel.

Q10: Are control premiums identical for every SME?

No, an SME's real control premium depends on its ownership structure, size and sector, and is often modest, or even nil, when ownership stays concentrated both before and after the deal, which makes mechanically applying a published average premium particularly risky.

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Conclusion: transaction multiples and trading multiples, two measures of the same market

Transaction multiples and trading multiples are not two competing methods where one would be superior in the abstract, but two measures of the same market, taken at two different levels of value. The first captures what real acquirers have paid to take control of comparable companies, the second what investors exchange daily for minority, liquid interests. Confusing the two, or mechanically applying an adjustment between them without justifying it, remains one of the costliest mistakes of the market approach.

The IVS 105 standard formalises this logic symmetrically: a control premium corrects a trading multiple applied to a controlling target, a discount for lack of control corrects a transaction multiple applied to a minority target, and an illiquidity discount corrects a trading multiple applied to an unlisted target. The two worked cases in this article, a French sale where the gap between panels is entirely explained by a 20% control premium, and a Swiss minority valuation where an illiquidity discount applies instead, illustrate that the right adjustment depends on the exact nature of the gap between the target and the panel used, never on a general rule applied without verification.

An executive who understands this logic negotiates differently: they no longer discuss only the multiple retained, but the nature of the adjustment that separates that multiple from the raw market reference, which shifts the negotiation from the ground of the figure to the sturdier ground of the method.

Summary

A transaction multiple is derived from real sale prices and generally reflects a controlling value, while a trading multiple is derived from share prices and reflects a minority, liquid value. According to IVS 105, moving from one to the other requires an explicit adjustment, a control premium or a discount for lack of control depending on the direction of the comparison, plus an additional illiquidity discount if the target is not listed.

The two worked cases illustrate this logic: a French SME sale at €2.0 million of EBITDA where a 7.2x transaction panel and a 6.0x trading panel converge once a 20% control premium is made explicit, and a Swiss minority valuation at CHF 3.0 million of EBITDA where an 8.5x trading panel must be reduced by a 20% illiquidity discount for lack of an organised market for the target's shares.

Hectelion performs these valuations as part of its business valuation and M&A advisory engagements, with particular attention to justifying any control or illiquidity adjustment rather than applying it mechanically.