Why price-to-sales and annualized revenue mislead for capital-intensive companies, and what to use instead. Play the short lesson, step through all eight frames, then try the model yourself.
Finance 101 | Sales multiples and capitalDan McSpirit, CFA
A sales multiple works when the comparisons share its hidden terms. For neoclouds, they don’t.
Where it earns its place
Peers that are genuinely alike, such as two mature software companies
Margins that are temporarily depressed but will normalize
No profit yet, and no better denominator
Why it fails here
Capital needs look nothing like software’s, and margins after depreciation differ widely
Each dollar of growth needs chips, power and buildings first
Returns turn on pricing, utilization and how long the chips last
The question is not whether the multiple is low. It is what the multiple assumes.
01Not investment advice
Finance 101 | Sales multiples and capitalDan McSpirit, CFA
A sales multiple is a DCF with four assumptions folded in.
EV ÷ Sales = margin × (1 − tax) × (1 − g ÷ RONIC) ÷ (WACC − g)
1Operating margin
How much of each sale becomes operating profit
21 − tax
How much of that profit survives tax
31 − g ÷ RONIC
How much is left after reinvesting to grow
4WACC − g
What investors require, less growth
g is growth in operating profit. RONIC is the return on new invested capital. Steady state.
Two companies on the same multiple are comparable only if these four terms are close.
02Not investment advice
Finance 101 | Sales multiples and capitalDan McSpirit, CFA
Same sales, same growth, same margin. Worth about 4x apart.
Revenue 100, 30% operating margin, 25% tax, 8% growth, 12% WACC. Only the return on new capital differs.
~4.7xsales at ~50% RONIC
A · RONIC 50%
~4.7x
Reinvests ~16% of profit
B · RONIC 12%
~1.9x
Reinvests ~67%
C · RONIC 10%
~1.1x
Reinvests ~80%
If C trades at 1.5x sales it looks cheap next to A. It is priced about a third above its value.
03Not investment advice
Finance 101 | Sales multiples and capitalDan McSpirit, CFA
Growth adds value only when returns beat the cost of capital.
Value of the same three companies as growth rises, with a 12% WACC.
Returns equal to WACC: worth ~188 at any growth rate
Returns below WACC: 8% growth cuts ~188 to ~113
A low multiple on value-destroying growth is not cheap.
04Not investment advice
Finance 101 | Sales multiples and capitalDan McSpirit, CFA
Past 100% reinvestment, someone else pays for the growth.
Company B, earning 12% on new capital. To grow at g, it must reinvest g ÷ RONIC of its operating profit.
After-tax operating profit~22.5
Reinvestment needed~7.5
All of operating profit
Funded by new shares or debt
Growth
~4%
Reinvestment rate
~33%
Free cash flow
~15
The sales multiple shows the growth. It does not show who pays for it.
One year’s funding arithmetic, illustrative. Growth this fast is a phase, not a steady state.
05Not investment advice
Finance 101 | Sales multiples and capitalDan McSpirit, CFA
Annualized revenue measures demand, not value.
AnnouncedContracted annualized revenue
Still to buildChips, power and buildings
Still to fundDebt or new shares to pay for them
ThenRevenue, once the capacity is live
It borrows software’s vocabulary, and with it software’s multiples: recurring, high-margin and light on capital.
For a neocloud it is often a run-rate on capacity that is not yet energized, so it depends on capital not yet spent or raised.
It is not reported revenue. When it counts capacity still to come, EV ÷ ARR sets a present value against a future, contingent figure, before the capital it takes to get there.
A contract is a promise that depends on capital. Value it after the capital, not before.
06Not investment advice
Finance 101 | Sales multiples and capitalDan McSpirit, CFA
Better measures put capital back in the picture.
1
EV ÷ invested capital, against ROIC − WACC
Capital in the denominator, returns on the axis. The operating version of price-to-book against ROE for banks.
2
EV ÷ EBIT or NOPAT, not EV ÷ EBITDA
Chip depreciation is a real, short-lived cost. The useful-life assumption is itself a sensitivity.
3
EV ÷ (EBITDA − maintenance capex)
Where the cost of standing still can be estimated.
4
A DCF across scenarios
The spread between scenarios says more than any single multiple.
At a minimum, use enterprise value, not market cap. Equity value over revenue flatters companies that borrow.
07Not investment advice
Finance 101 | Sales multiples and capitalDan McSpirit, CFA
A low sales multiple can still be expensive.
A sales multiple is a DCF in shorthand. It folds in margin, returns on new capital and the cost of capital. Comparisons hold only when those are close.
Growth adds value only when returns on new capital beat the cost of capital. Below it, faster growth makes a company worth less.
Ask who funds the growth. Past 100% reinvestment, new shares or debt pay for it, and that cost doesn’t show up in the sales multiple.
For capital-intensive companies, put capital back in the picture: returns, reinvestment and enterprise value.
08Not investment advice
Finance 101 | Lesson 1Dan McSpirit, CFA
A low sales multiple can still be expensive.
Annualized revenue, and better measures to use instead, in the thread below. The interactive version is linked at the end.
Finance 101Not investment advice
Frame 1 of 8
Play runs all eight frames, about 2:20. Pause and Resume keep your place from any frame, Previous and Next move a frame at a time, and Restart goes back to the start. The space bar also pauses. Record mode fills the window with the 100-second video sequence (frames one to five) for screen capture; press Esc to leave it.
Try it yourself
Change the terms the multiple folds in and watch what a dollar of sales is worth. Then set a market price and see what it assumes. Revenue is 100 and tax is 25% throughout.
Start from
Operating profit as a share of revenue.
Long-run growth in operating profit.
What each new dollar invested earns after tax.
The return investors require on the assets.
What the market pays for each dollar of revenue.
Reinvestment rate = growth ÷ return on new capital. Value = after-tax operating profit × (1 − reinvestment rate) ÷ (WACC − growth). The return a price requires solves the same formula backwards: growth ÷ (1 − EV/sales × (WACC − growth) ÷ after-tax margin).
EV ÷ sales
Value from growth
Reinvestment rate
Free cash flow
What does the price assume?
Hypothetical companies throughout. Values use the steady-state value-driver formula, EV = NOPAT × (1 − g ÷ RONIC) ÷ (WACC − g), set out in Koller, Goedhart and Wessels, Valuation: Measuring and Managing the Value of Companies (McKinsey & Company, 7th ed.). g is growth in operating profit, not revenue; RONIC is the return on new invested capital, not the average on the existing base. The formula holds only in a steady state; revenue can outgrow it for a while as margins move.
Frame 5 is a single year’s funding arithmetic and not a valuation: when growth exceeds the cost of capital, the perpetuity formula does not apply. For an applied case, see “IREN | Repricing” (October 2026). Not affiliated with any company named.