Interview Questions229

    EV/Revenue, P/E, and Other Multiples: When EV/EBITDA Is Not Enough

    EV/Revenue for pre-profit, P/E for financials, PEG for growth-adjusted comparison, and sector-specific multiples.

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    9 min read
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    4 interview questions
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    Introduction

    EV/EBITDA is the default valuation multiple for good reason, but it is not universally applicable. When EBITDA is negative, when debt is an operating asset, when capital expenditure requirements vary dramatically across the peer group, or when an industry's economics are best captured by a non-standard metric, investment bankers reach for alternative multiples. Knowing which multiple to use and why is just as important as knowing how to calculate it.

    EV/Revenue: The High-Growth and Pre-Profit Fallback

    EV/Revenue is the standard valuation multiple when EBITDA is negative, not yet meaningful, or when the analyst wants a metric that is entirely unaffected by cost structure differences across the peer group.

    When to Use EV/Revenue

    • Pre-profit companies: Clinical-stage biotech, early-stage SaaS, and high-growth technology companies often generate negative EBITDA because they are investing heavily in growth. For these companies, EV/EBITDA is undefined or meaningless, and EV/Revenue becomes the primary metric.
    • Companies with materially different cost structures: If the peer group includes companies with very different margin profiles (some operating at 10% EBITDA margins, others at 40%), EV/EBITDA multiples will diverge dramatically. EV/Revenue provides a level comparison at the top line, before cost structure differences take effect.
    • High-growth companies: The market often values fast-growing companies on revenue because their current earnings understate their future earning potential. A SaaS company growing at 40% with negative EBITDA today may generate 30% margins at scale. EV/Revenue captures the market's assessment of that future profitability.

    The Rule of 40

    For SaaS and software companies, the Rule of 40 has become a popular framework that combines growth and profitability into a single metric. It states that a healthy SaaS company should have a combined revenue growth rate and EBITDA (or free cash flow) margin of at least 40%. Companies exceeding the Rule of 40 consistently trade at premium EV/Revenue multiples, while those below it trade at discounts. This framework helps analysts compare companies that trade off growth against profitability differently.

    Rule of 40

    A benchmark for SaaS and software companies stating that revenue growth rate plus EBITDA margin (or free cash flow margin) should equal at least 40%. A company growing at 30% with a 15% EBITDA margin scores 45 (above the threshold), while one growing at 10% with a 20% margin scores 30 (below). Companies exceeding 40 consistently trade at 2-3x the EV/Revenue multiple of those below. The Rule of 40 is valuable because it provides a single metric for comparing companies that make different growth-profitability tradeoffs, which is common in software where a company can accelerate growth by spending more on sales and marketing (sacrificing margin) or optimize profitability by slowing growth. The metric is explored further in Technology and SaaS Valuation.

    P/E: The Equity Value Multiple for Financials and Mature Companies

    The price-to-earnings ratio divides equity value (market cap) by net income. Unlike EV/EBITDA, P/E is a levered multiple: it reflects the impact of capital structure (interest expense), tax rates, and depreciation on the bottom line. This makes P/E less suitable for cross-company comparison in most contexts, which is why EV/EBITDA dominates in investment banking.

    However, P/E is the primary valuation multiple in two important contexts:

    Financial Institutions

    For banks, insurance companies, and other financial institutions, EV/EBITDA is not applicable because debt is an operating asset (deposits fund lending) and EBITDA is not a meaningful measure of profitability. P/E captures the earnings available to equity holders after the cost of funding (interest expense), which is exactly the right measure for evaluating a bank's profitability.

    Public Market and Equity Research Contexts

    Equity research analysts, public market investors, and the financial media predominantly use P/E because it directly translates to what shareholders care about: earnings per share. A company trading at 20x P/E generates 5% in earnings relative to its stock price. P/E is also the metric most commonly used in analyst price targets and in discussions of market-wide valuation levels (e.g., "the S&P 500 trades at 21x forward P/E").

    PEG Ratio (Price/Earnings-to-Growth)

    A growth-adjusted version of the P/E ratio, calculated as P/E divided by the expected EPS growth rate. A PEG of 1.0x implies the company is fairly valued relative to its growth. A PEG below 1.0x suggests undervaluation (the P/E is low relative to growth), while a PEG above 1.0x suggests the market is paying a premium beyond what growth alone justifies. The PEG ratio is useful for comparing companies with different growth rates within the same sector, but it is sensitive to the growth estimate used (which analyst? which time period?) and does not account for differences in risk or margin quality.

    Price-to-Book (P/B and P/TBV): Asset-Based Equity Multiples

    P/B divides equity value by book value of equity (total assets minus total liabilities as reported on the balance sheet). Price-to-tangible-book-value (P/TBV) excludes goodwill and intangible assets from the book value denominator.

    These multiples are essential for:

    • Banks: A bank's book value represents its net asset base (loans minus deposits and borrowings), and P/TBV reflects how the market values the bank's ability to generate returns on that asset base. A bank trading at 1.5x TBV is earning returns well above its cost of equity. A bank at 0.7x TBV is destroying value.
    • Insurance companies: Similar to banks, insurers are valued relative to their book equity, with adjustments for the quality of their investment portfolio and loss reserves.
    • REITs and real estate companies: Book value (or adjusted net asset value) anchors the valuation of asset-heavy real estate businesses.

    EV/EBIT: Accounting for Capital Intensity

    EV/EBIT is similar to EV/EBITDA but includes depreciation and amortization in the denominator. This makes it a more conservative measure that partially accounts for capital expenditure requirements, since depreciation is an accounting proxy for the wear and tear on a company's fixed assets.

    EV/EBIT is preferred when:

    • Capex varies significantly across the peer group: If one company requires $200 million in annual capex while a similarly sized peer requires only $50 million, their EV/EBITDA multiples may look similar, but their true economics are very different. EV/EBIT captures this difference through the depreciation charge.
    • The industry is highly capital-intensive: Manufacturing, utilities, telecom, and transportation companies have significant fixed asset bases where depreciation is a material cost. EV/EBIT gives a cleaner picture of ongoing earning power after accounting for asset maintenance.
    MultipleTypeBest ForKey Limitation
    EV/EBITDAEnterpriseMost industries (default)Ignores capex and working capital
    EV/RevenueEnterprisePre-profit, high-growthIgnores profitability entirely
    EV/EBITEnterpriseCapital-intensive industriesD&A may not match actual capex
    P/EEquityFinancial institutions, mature companiesAffected by capital structure and taxes
    P/B / P/TBVEquityBanks, insurance, REITsBook values may be outdated
    PEGEquityCross-growth-rate comparisonsSensitive to growth estimate used

    Sector-Specific Multiples

    Some industries have developed specialized multiples that capture their unique economics better than any general-purpose metric:

    • EV/EBITDAR (retail, airlines, restaurants): Adds back rent expense to EBITDA, creating a metric that is neutral to whether a company owns or leases its real estate. Essential for lease-heavy industries where operating lease treatment varies across the peer group.
    • EV/Reserves or NAV (oil & gas, mining): Values the company's proven reserves at current commodity prices rather than relying on earnings, which fluctuate with commodity cycles.
    • NAV and FFO/AFFO (REITs): Net asset value reflects the fair value of the real estate portfolio. Funds from operations (FFO) and adjusted FFO replace net income, which is distorted by non-cash depreciation on real estate assets.
    • EV/Subscribers or EV/ARPU (media, telecom): For subscription-based businesses, subscriber counts and average revenue per user capture the economics of the customer base more directly than aggregate financial metrics.
    • Price/AUM (asset management): Assets under management is the key driver of revenue and profitability for investment managers.

    These sector-specific multiples are covered in detail in the Sector-Specific Valuation section of this guide.

    Interview Questions

    4
    Interview Question #1Medium

    When would you use EV/Revenue instead of EV/EBITDA?

    EV/Revenue is used when EBITDA is negative, distorted, or not yet meaningful:

    1. High-growth, pre-profit companies. Many SaaS, biotech, and early-stage technology companies have negative EBITDA because they are investing heavily in growth. Revenue is the most stable metric available.

    2. Comparing companies with very different margin profiles. If peers have EBITDA margins ranging from -10% to +30%, EV/EBITDA multiples would be incomparable. EV/Revenue normalizes for the margin difference.

    3. Cyclical troughs. When an industry is at the bottom of its cycle and most companies have depressed or negative EBITDA, revenue multiples provide a more stable comparison.

    The limitation of EV/Revenue: it ignores profitability entirely. A company with 40% margins and one with 5% margins could trade at similar revenue multiples despite vastly different economics.

    Interview Question #2Medium

    How would you handle negative EBITDA in a comps analysis?

    When the target or several comps have negative EBITDA:

    1. Switch metrics. Use EV/Revenue, which works regardless of profitability. This is standard for high-growth tech, biotech, and early-stage companies.

    2. Use forward multiples. If the company is expected to become profitable, NTM or NTM+1 EBITDA may be positive, allowing EV/EBITDA on a forward basis.

    3. Exclude negative-EBITDA comps. If only a few peers are negative, exclude them from the EV/EBITDA analysis while keeping them in EV/Revenue.

    4. Use industry-specific metrics. SaaS: EV/ARR. Pharma: EV/pipeline value. Mining: EV/reserves. Subscribers-based businesses: EV/subscriber.

    Never calculate a negative EV/EBITDA multiple (a company with positive EV and negative EBITDA would produce a meaningless negative number).

    Interview Question #3Hard

    If I told you a company's EV/EBITDA was 10x and its P/E was 30x, what can you infer?

    A high P/E relative to EV/EBITDA implies significant costs between EBITDA and net income:

    1. Heavy depreciation and amortization. High D&A reduces net income but not EBITDA. This is common in capital-intensive businesses or companies with significant acquired intangibles.

    2. High leverage. Significant interest expense reduces net income. A highly levered company can have a modest EV/EBITDA but a high P/E.

    3. High tax rate or unusual tax items. Taxes reduce net income but not EBITDA.

    4. Non-recurring charges below EBITDA. Impairments, restructuring, or write-downs that hit net income.

    The most common explanation is high leverage combined with high D&A. You can roughly verify: if EV/EBITDA = 10x and EBITDA = $100M, EV = $1B. If P/E = 30x and net income = (implied by working backward), net income would be relatively low compared to EBITDA, confirming significant costs between the two metrics.

    Interview Question #4Hard

    What is the relationship between EV/EBITDA and the P/E ratio? Can you derive one from the other?

    The two multiples are related but not directly convertible without additional information. The bridge between them involves:

    EVEBITDAEVEBITEVEBTEVNet IncomeEquity ValueNet Income=P/E\frac{EV}{EBITDA} \rightarrow \frac{EV}{EBIT} \rightarrow \frac{EV}{EBT} \rightarrow \frac{EV}{Net\ Income} \rightarrow \frac{Equity\ Value}{Net\ Income} = P/E

    Each step requires an assumption: - EV/EBITDA to EV/EBIT: requires D&A as a % of EBITDA - EV/EBIT to EV/EBT: requires interest expense - EV/EBT to EV/Net Income: requires tax rate - EV/Net Income to P/E: requires net debt (to go from EV to equity value)

    In practice you cannot derive one from the other without knowing leverage, D&A, and the tax rate. This is why identical EV/EBITDA multiples can correspond to very different P/E ratios.

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