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Insights / Positioning & Valuation

Is This Another 2000? The Profits Holding Up This Market, and What Could Break Them

By Yuriy Matso · The Trading Tools · September 26, 2026 · 13 min read

Research note: the ten Bubble Tracker gauges against their March 2000 values; profits, margins and capital spending for large US companies from SEC filings through September 25, 2026; S&P 500 earnings from Robert Shiller's data. Computed September 26, 2026. How we checked it · How we use AI.

This market resembles 2000 on several measures of valuation and household exposure. Yet operating profit across the large companies we track rose 26% over the past year. Outside the seven technology leaders, earnings rose 20%, almost all of it from operations, and 74% of those companies reported gains. That breadth is why I still lean bullish. The risk is that profits weaken, or investors become willing to pay much less for them.

  • The resemblance is real. 8 of 10 Bubble Tracker gauges are at extremes; at the March 2000 peak it was 10.
  • Growth is broad, but the dollars are concentrated. The seven technology leaders supplied 67% of the year's earnings increase, and about half of their own increase came from gains on investments rather than operations.
  • The valuation rests on the profit share. If profits fell from 13.2% of GDP to about 10.5%, the market would cost as much per dollar of profit as in March 2000.
  • What could go wrong: higher yields, slower infrastructure orders, input costs outrunning selling prices, and the build-out's depreciation. Higher yields need no fall in profits at all.

How close is this to 2000?

Close, on the measures of how much wealth sits in stocks. Households hold 48.2% of their financial assets in equities, against 37.4% in March 2000. Market value is 288% of GDP, against 164%. Five of the ten gauges are past their 2000 readings.

The historical charts show the scale of it. Market value against GDP and household equity allocation have passed their 2000 readings by a wide margin; cash relative to equity value has slipped below its dot-com reading. These measures overlap: rising share prices can push all three toward extremes at once.

Market value is 288% of GDP, far past the 164% of March 2000

70.1%179.1%288.1%19952000200520102015202020252000288.1%
Buffett Indicator (Cap/GDP)March 2000: 163.8%
Market value of US corporate equities divided by GDP, quarterly, from the Federal Reserve and BEA. This is the valuation measure used in the profit-share scenarios later in the article. Latest: 288.1% (Q2 2026); record 288.1% in 2026. Shown from 1993, the start of the shortest of the three series, so the charts share one time axis. From the Bubble Tracker; the dashed line is the value for March 24, 2000. Frozen at publication.

Households hold 48.2% of their financial assets in stocks, above the 2000 peak

19%33.6%48.2%1995200020052010201520202025200048.2%
Household Equity AllocationMarch 2000: 37.4%
Directly held and fund-held corporate equities as a share of household financial assets, quarterly, from the Federal Reserve's financial accounts. Latest: 48.2% (Q2 2026); record 48.2% in 2026. Shown from 1993, the start of the shortest of the three series, so the charts share one time axis. From the Bubble Tracker; the dashed line is the value for March 24, 2000. Frozen at publication.

Cash against the stock market is 0.297, below the 0.313 of March 2000 and the lowest on record

0.30.71.1199520002005201020152020202520000.297
Sideline Cash RatioMarch 2000: 0.313
Money market fund assets plus bank deposits divided by the market value of US corporate equities, quarterly. Lower means less cash per dollar of stocks; a rally lowers it on its own. Latest: 0.297 (Q2 2026); record 0.297 in 2026. Shown from 1993, the start of the shortest of the three series, so the charts share one time axis. From the Bubble Tracker; the dashed line is the value for March 24, 2000. Frozen at publication.

Here is every gauge the tracker scores, set against its March 2000 reading. Six of the ten put the market's value or SPY's price in the ratio, so eight extremes are several views of one condition rather than eight independent confirmations.

The Bubble Tracker's gauges today, against the March 2000 peak

The line is the 2000 reading. Bars past it are further into bubble territory than the dot-com top.

Market value / GDP176%
Market value / profits79%
Shiller CAPE96%
Household equity share129%
Sideline cash (inverted)105%
Household cash share (inverted)97%
SPY price / M2112%
Margin-debt growth29%
Margin debt / M2103%
Allocation, past 2000Leverage, past 2000Valuation, past 2000Short of 2000
Each bar is today's reading as a percent of the tracker's March 24, 2000 value, oriented so that more bubble-like is always longer (the cash measures are inverted because lower means less cash). The excess CAPE yield is left out because its 2000 reading was negative. Frozen at publication.

288.1% now · 163.8% in March 2000 · extreme

21.8× now · 27.4× in March 2000 · extreme

40.6× now · 42.2× in March 2000 · extreme

Excess CAPE YieldShort of 2000

1.0% now · -1.3% in March 2000 · not extreme

48.2% now · 37.4% in March 2000 · extreme

0.297 now · 0.313 in March 2000 · extreme

13.2% now · 12.8% in March 2000 · extreme

32.9 now · 29.4 in March 2000 · extreme

18.3 now · 63.2 in March 2000 · not extreme

6.2% now · 6.1% in March 2000 · extreme

The ten scored gauges, frozen at publication (September 25, 2026). March 2000 uses revised series filtered by release date. SPY / M2 divides SPY's price by scaled M2; it is not market capitalisation over M2. Margin debt is 6.2% of M2 against 6.1%, and grows 18 points faster than the market against 63 then. Shiller's excess CAPE yield, 1.0 points against −1.3 in March 2000, compares a smoothed earnings yield with an inflation-adjusted bond yield.

So if the market is this stretched, why does it keep going up? My answer is profits. On ten years of smoothed earnings, today is nearly as expensive as the dot-com peak: the Shiller CAPE sits only 4% below its March 2000 reading. On the profits companies are earning right now, it is not. The market costs 21.8 times current corporate profits, against 27.4 at the top in 2000.

That gap is the whole story. In 1999 money kept pouring in after economy-wide profits had already peaked, in Q4 1997. Today the money is even more committed. But it is buying a profit stream that is a record share of the economy. What holds this market up is whether that stream keeps growing, so that is what the rest of this piece tests.

Are profits still growing?

Across 215 large US companies, earnings over the latest four filed quarters rose 37% on a year earlier, on revenue growth of 13%. Operating profit, which leaves out gains on investments, rose 26%.

The gap between those two numbers sits almost entirely in the seven technology leaders: Nvidia, Microsoft, Apple, Alphabet, Meta, Amazon and Broadcom. Their net income rose 67%; their operating income rose 34%. Much of the difference is paper. Alphabet booked a $99.0 billion gain on equity securities in its second quarter alone, mostly unrealized, and Amazon $53.4 billion of non-operating income, primarily from its investments in Anthropic. Those are marks set by private funding rounds, and they can reverse.

Outside the seven, the two measures agree. The other companies' earnings rose 20% and their operating profit 19%, and 74% of them reported higher earnings. The recovery is broad by company count and concentrated by dollars, and the broad part is made of operating profit.

Seven technology leaders, 1 year

Earnings
+67%
Operating income
+34%
Revenue
+24%
Operating margin
30.6% → 33.3%
Share with earnings up
86%

Other 208 companies, 1 year

Earnings
+20%
Operating income
+19%
Revenue
+10%
Operating margin
11.6% → 12.5%
Share with earnings up
74%

Seven technology leaders, 3 years

Earnings
+227%
Operating income
+152%
Revenue
+64%
Operating margin
21.6% → 33.3%
Share with earnings up
100%

Other 197 companies, 3 years

Earnings
+35%
Operating income
+31%
Revenue
+21%
Operating margin
11.3% → 12.1%
Share with earnings up
77%
Matched companies only: each row compares the same companies' latest four filed quarters (through September 25, 2026) with the four quarters known one or three years earlier. Earnings are net income; operating income excludes interest and gains or losses on investments, and is measured on the companies that report it (165 of the other 208 over one year). Operating margin is operating income over revenue. The seven are Nvidia, Microsoft, Apple, Alphabet, Meta, Amazon and Broadcom. Frozen at publication.

What did the 2000 top actually look like?

The dot-com market had real earnings too. S&P 500 earnings rose 72% from 1995 to their peak. The index set its daily closing high in March 2000; its monthly-average price peaked in August. Trailing earnings reached their high in the third quarter. At the monthly-average price peak the index traded at 28.0 times trailing earnings; in June 2026 it traded at 25.2. On reported earnings, today is cheaper than 2000, but not by much.

Economy-wide profits were already falling, while S&P earnings kept climbing. The Federal Reserve's July 2001 report records technology earnings falling nearly half in the two quarters after their third-quarter 2000 peak.

In 2000, prices turned before reported earnings did

79199.1319.3199519961997199819992000200120022003monthly-average price peak232.3156.0187.9
S&P 500 priceS&P 500 trailing earningsBusiness tech investment
Indexed to 100 in January 1995 (tech investment: Q1 1995). S&P 500 monthly-average prices and trailing reported earnings from Robert Shiller; nominal business investment in information processing equipment and software from BEA. Monthly earnings interpolate quarterly totals and are not release-dated observations. The chart shows the broad sequence, without establishing a precise monthly lead. Frozen at publication.

Earnings subsequently fell 54%, and tech investment fell 16% from its peak. That is the uncomfortable precedent for my view: strong reported earnings did not prevent prices from turning.

The Bubble Tracker first counted 70% of its gauges at extremes in January 1997. SPY rose 96% from there to the March 2000 peak, then fell 49%. Months in that zone were followed by an average three-year return of −1.8%, against +30.6% when no gauge was extreme, but every completed month comes from that one episode. It says what happened once.

How much of the valuation rests on the profit share?

Corporate profits now equal 13.2% of GDP. Hold market value and GDP fixed, and a fall to 10.5% would put the market on the same multiple of profits as in March 2000. The lower multiple today rests on that high profit share. It first reached 10.5% in Q4 2005, and only 45 of 303 quarters since 1947 have been at or above it.

Corporate profits as a share of GDP are at a record

3.7%8.5%13.2%19501960197019801990200020102020200013.2%
Corporate profits as a share of GDP, quarterly since 1947, from the BEA via FRED. The Bubble Tracker carries it as a context gauge; it is not one of the ten it scores. Latest: Q2 2026. Frozen at publication.

Profits do not have to fall for prices to. The multiple can shrink on its own, and the grid below shows how much earnings growth it takes to absorb that. Earnings up 10% with the multiple down 15% leaves prices −6.5%.

Earnings stay flat

Change in valuation → resulting price change

Multiple unchanged
+0.0%
Multiple falls 10%
−10.0%
Multiple falls 15%
−15.0%
Multiple falls 20%
−20.0%
Multiple falls 30%
−30.0%

Earnings grow 5%

Change in valuation → resulting price change

Multiple unchanged
+5.0%
Multiple falls 10%
−5.5%
Multiple falls 15%
−10.8%
Multiple falls 20%
−16.0%
Multiple falls 30%
−26.5%

Earnings grow 10%

Change in valuation → resulting price change

Multiple unchanged
+10.0%
Multiple falls 10%
−1.0%
Multiple falls 15%
−6.5%
Multiple falls 20%
−12.0%
Multiple falls 30%
−23.0%

Earnings grow 15%

Change in valuation → resulting price change

Multiple unchanged
+15.0%
Multiple falls 10%
+3.5%
Multiple falls 15%
−2.3%
Multiple falls 20%
−8.0%
Multiple falls 30%
−19.5%

Earnings grow 20%

Change in valuation → resulting price change

Multiple unchanged
+20.0%
Multiple falls 10%
+8.0%
Multiple falls 15%
+2.0%
Multiple falls 20%
−4.0%
Multiple falls 30%
−16.0%
Illustrative price changes: (1 + earnings-per-share growth) × (1 + multiple change) − 1. Dividends excluded. Aggregate corporate profit growth can differ from earnings-per-share growth.

Higher Treasury yields raise the hurdle for equities. Continued earnings growth could clear it, but today's profits alone do not guarantee that investors will keep paying the same multiple.

Whose profits are they?

The broad earnings growth describes the past year. Over the longer period, much of the increase in profitability belongs to the technology leaders. For the 96 companies present in both 2011 and today, net margins rose from 9.4% to 15.1%.

Companies that became more profitable also grew into a larger share of the basket. Apple, Amazon, Microsoft and Nvidia account for more than the entire margin increase in that matched group, with the remaining companies offsetting part of their contribution.

Matched companies (96): total increase

Percentage points
+5.7 pp

Margins changing at initial revenue weights

Percentage points
+2.4 pp

Revenue weights changing at initial margins

Percentage points
−0.9 pp

Margins and weights changing together

Percentage points
+4.2 pp

Of the total: Apple, Amazon, Microsoft and Nvidia

Percentage points
+6.1 pp

Of the total: every other matched company

Percentage points
−0.4 pp
The three components sum to the total change across 96 companies present at both ends; the last two rows split the same total by company. The broader basket grows from 103 to 219 companies, and its net margin rises from 9.4% to 15.5%, so entrants add 0.3 points. A sector decomposition attributes 3.2 points to changes within sectors and 2.5 to sector weights. The fixed group still selects companies that survived to today.

Seven technology leaders earn 33 cents of operating profit on each sales dollar. The other companies in our basket keep 10 cents of net profit

6.6%21.2%35.7%20122014201620182020202220242026tax law33.3%10.5%
Seven technology leaders, operating marginSeven technology leaders, net marginOther companies in our basket, net margin
Trailing four quarters, at each quarter end from March 31, 2011. The leaders' dashed net-margin line jumps above their operating margin in 2026 because net income includes gains on investments, chiefly Alphabet's and Amazon's stakes in private companies. The seven (Nvidia, Microsoft, Apple, Alphabet, Meta, Amazon and Broadcom) start in December 2018, the first quarter with all seven on file. The other line is the rest of the /market-pe-ratio basket, whose membership changes over time. The seven are today's list, so this shows where the margin sits now. Frozen at publication.

The others benefited from lower taxes. In the subset with complete tax and income data, lower taxes account for about 64% of the net-margin increase since 2011. That fits Michael Smolyansky's research on the contribution of lower interest and tax expense to corporate profit growth.

More recently, the other companies' net margin has barely moved: 9.8% in 2018, against 10.0% now. Their recent earnings growth is encouraging, but sustained margin expansion outside the leaders would strengthen the bull case further.

What does the AI build-out have to earn?

Microsoft, Alphabet, Meta and Amazon spent $511B on property and equipment over the last four quarters, much of it on data centers. Nvidia and Broadcom sell into that spending. Over the past year the four spenders' capex rose $219B and the two suppliers' revenue rose $167B.

The two chip suppliers produced 54% of the seven's operating profit growth over the year (33% of their net income growth, which also carries Alphabet's and Amazon's investment gains). A slowdown in infrastructure orders would put part of that growth at risk. One company's capital expenditure supports another's current revenue, although these totals do not trace individual purchases between the companies.

For the four spenders, the build-out creates a depreciation burden that could grow over the coming years. The table illustrates the effect of different asset lives on margins. It applies one life to mixed assets, includes spending beyond AI, and assumes no new capex; actual charges will depend on what was built and when it enters service.

Amazon

Capex, 4 qtrs
$173B
Capex / operating cash flow
107%
Op. margin now
12.1%
Illustrative margin, 4-yr life
9.7%
Illustrative margin, 5-yr life
10.4%
Illustrative margin, 6-yr life
11.1%

Alphabet

Capex, 4 qtrs
$132B
Capex / operating cash flow
71%
Op. margin now
33.1%
Illustrative margin, 4-yr life
24.1%
Illustrative margin, 5-yr life
25.7%
Illustrative margin, 6-yr life
27.0%

Microsoft

Capex, 4 qtrs
$116B
Capex / operating cash flow
63%
Op. margin now
46.8%
Illustrative margin, 4-yr life
38.8%
Illustrative margin, 5-yr life
40.9%
Illustrative margin, 6-yr life
42.5%

Meta

Capex, 4 qtrs
$89B
Capex / operating cash flow
69%
Op. margin now
38.1%
Illustrative margin, 4-yr life
27.4%
Illustrative margin, 5-yr life
29.1%
Illustrative margin, 6-yr life
30.9%

The four combined

Capex, 4 qtrs
$511B
Capex / operating cash flow
77%
Op. margin now
27.1%
Illustrative margin, 4-yr life
21.0%
Illustrative margin, 5-yr life
22.3%
Illustrative margin, 6-yr life
23.4%
Straight-line depreciation over the next four quarters from capex already spent (quarterly amounts from filings, no new spending), against each company's latest four quarters of depreciation. Microsoft and Alphabet report property depreciation only, taken from SEC company facts; Meta and Amazon report depreciation and amortization. Capex includes buildings, which depreciate over decades, and land, which does not, so every scenario overstates that part. The filings do not say how much of the spending is for AI. Through September 25, 2026. Frozen at publication.

Under the five-year illustration, depreciation would be $86B above the latest annual charge. Absorbing it would require revenue growth or savings elsewhere. The four still generated $150B of combined free cash flow over the last four quarters. I would watch whether that cash generation holds as investment continues.

What could break it?

The risks reach earnings through investment orders, customers' budgets and costs. Higher yields can reach share prices before any of those weaken. Each is taken in turn below, with the evidence for it, and then the readings that point the other way.

1. Yields

The ten-year Treasury yields 5.18%, and after expected inflation 2.85%, the most since November 2008. Our filings basket earns 3.6% of its market value a year. In 2011 it earned 6.8% while the ten-year paid 3.5%, a cushion of 3.3 points.

That cushion first disappeared in Q2 2023, and the basket's earnings yield has been below the ten-year in 14 of the 63 quarters since 2011. A bond paying more than stocks earn does not set a fair value, but it raises the bar that earnings growth has to clear. This is the risk that can lower the multiple before profits weaken at all.

Stocks earn 3.6% of their price. The ten-year Treasury pays 5.18%

0.7%4.6%8.5%201220142016201820202022202420263.6%5.2%
Filings basket earnings yieldTen-year Treasury yield
Trailing four-quarter net income of the /market-pe-ratio basket divided by its market value, at each quarter end since 2011, against the ten-year constant-maturity Treasury yield. The earnings yield is an accounting ratio and promises no investor return; it uses net income, which in 2026 includes large gains on investments at Alphabet and Amazon, so on operating profit alone it would be lower. Frozen at publication.

2. Infrastructure orders

The build-out has a supply chain inside the index. Over the four quarters to Q3 2018, Microsoft, Alphabet, Meta and Amazon spent $56B on property and equipment, and Nvidia and Broadcom took in $32B of revenue. Today the figures are $511B and $392B.

The two lines have risen together. The suppliers produced 54% of the seven's operating profit growth over the past year, so a pause in data-center spending would reach the index twice: as lower capex at the spenders, and as lower revenue at the suppliers. These totals do not trace individual purchases, and both suppliers sell to many other buyers.

Big Tech capex and Nvidia plus Broadcom revenue have climbed together

32.1271.4510.720192020202120222023202420252026510.7392.1
Capex: Microsoft, Alphabet, Meta, Amazon ($B)Revenue: Nvidia and Broadcom ($B)
Trailing four-quarter totals in billions of dollars, as filed by each quarter end from September 30, 2018. Capex is purchases of property and equipment, which includes buildings and non-AI spending. Frozen at publication.

3. Input costs

Prices of processed goods that producers buy are up 12.3% on a year earlier; prices producers charge for final goods and services are up 5.4%. Since 2010, that gap has been wider only in 2021 and 2022.

These are price indexes rather than margins, and the two cover different baskets. But a company buying at the first rate and selling at the second is being squeezed, and diesel at a record $6.53 a gallon is in nearly every freight bill. This pressure falls mostly on the companies outside the seven, whose margins are the thinner ones.

Producers' input prices are rising 6.8 points faster than their selling prices

-10.82.315.420122014201620182020202220242026+6.8
Year-over-year change in the PPI for processed goods for intermediate demand minus the PPI for final demand, monthly since 2010, from the Bureau of Labor Statistics via FRED. Above zero, what producers buy is inflating faster than what they sell. Latest: August 2026. Frozen at publication.

4. The leaders' customers

Advertising and cloud budgets are paid out of other companies' profits. The last time those profits fell, the platforms felt it. The other companies' earnings were down 11% on a year earlier in Q2 2023; the four ad and cloud platforms' revenue growth slowed from 33% in Q3 2021 to 7% in Q2 2023.

Today the customers are growing again, with earnings +20% and platform revenue +19%. If input costs turn into an earnings squeeze outside the seven, this is the route by which it reaches them. In 2023 the platforms' slowest revenue growth came in the same quarter as their customers' worst earnings.

When their customers' profits fell, the platforms' revenue growth slowed

-10.8%7.5%25.8%202320242025202619.5%18.6%
Other companies: earnings, year on yearAlphabet, Meta, Microsoft, Amazon: revenue, year on year
Trailing four-quarter figures against the same companies a year earlier, at each quarter end from December 31, 2022, after the pandemic's base effects (the other companies' earnings swung from −32% to +106% in 2020–22). "Other companies" are the matched companies in the /market-pe-ratio basket outside the seven leaders (about 208 at the latest date). They stand in for the platforms' customers; the filings do not name them. Frozen at publication.

What points the other way

The first reading below says companies have room to absorb cost pressure before margins give. The other three show a consumer in better shape than the saving rate alone suggests, with one exception: mood.

Output prices minus unit labor costs

Now
3.6 points (Q2 2026)
Comparison
Averaged −0.1 in 2011–19
Why it matters
Companies are charging more per unit, relative to what they pay workers, than they used to. Other costs are not in it.

Household deposits and money funds

Now
86% of a year’s income (Q2 2026)
Comparison
78% in 2017–19
Why it matters
The stock of cash is above its pre-pandemic level. It is an aggregate and says nothing about who holds it.

Personal saving rate

Now
3.0% (July 2026)
Comparison
As low only in 2001, 2005–08 and 2022 since 1959
Why it matters
The flow is thin: households are spending nearly all of their income. The stock above is what they can draw on.

Consumer sentiment

Now
51.7 (August 2026)
Comparison
Lower in 6 of 676 months since 1952
Why it matters
Gloomier than the balance sheet. Mood can turn into spending cuts, so this is the consumer reading to watch.
Nonfarm business implicit price deflator and unit labor costs (BLS); household currency, deposits and money market fund shares (Federal Reserve Z.1) over disposable personal income (BEA); the BEA personal saving rate; University of Michigan consumer sentiment. All via FRED. Frozen at publication.

These readings, alongside growth across most of the companies we track, are why I still favor continued earnings expansion. The risks have plausible routes into profits; the current evidence has yet to establish a broad reversal.

Three ways this ends

Earnings carry prices higher. Earnings keep growing and valuations hold sufficiently steady for prices to advance. The bubble gauges could remain extreme through that rise. This is my base case.

Profits grow, but the market pays less for them. Earnings keep rising while higher yields or disappointment about AI returns shrink the multiple. The grid above shows how easily that produces a falling market with rising profits. It is the ending I think most investors underrate.

Margins crack. Depreciation outpaces revenue growth, infrastructure orders slow, or input costs squeeze other companies. A falling profit share erodes the earnings support for today's valuation.

What I am watching

In 2000, reported S&P earnings weakened after prices had turned. These observations could reveal deterioration before it becomes obvious in economy-wide profits, but none promises advance warning of a top. The thresholds are my judgement.

Are the leaders’ earnings still expanding?

At publication
Supportive: operating income +34%, revenue +24% over a year
Review window
Next two quarterly reviews, trailing-year growth at each
What weakens my view
Operating income growing slower than revenue at both reviews

Is the build-out producing cash?

At publication
Monitor: $150B free cash flow from the four spenders; $511B capex over the latest year
Review window
Next two quarterly reviews, using trailing-year totals
What weakens my view
Capex above this baseline while free cash flow is below it at both reviews

Is earnings growth still broad?

At publication
Supportive: 74% of the other companies have earnings up over a year
Review window
Next two quarterly reviews, matched companies at each
What weakens my view
Fewer than half reporting growth at both reviews

Can valuation take higher yields?

At publication
Pressure: 3.6% basket earnings yield against 5.18% on the ten-year
Review window
Two consecutive month-end reviews
What weakens my view
The Treasury yield rises from this baseline while basket earnings are flat or falling
The values above are the frozen publication baseline. Market P/E Ratio and Corporate Capex provide related live readings; the exact seven-company and earnings-breadth comparisons require a new matched-company review. Earnings yield is an accounting ratio. It promises no investor return, and equality with the Treasury yield is not a fair-value rule.

I remain bullish because earnings growth extends well beyond the seven leaders. I would reconsider if that breadth weakened, the largest spenders' cash generation deteriorated, or higher yields began to overwhelm earnings growth. A high bubble score alone would not change my view.

How we checked it

  • The 2000 readings. Each gauge's March 2000 value is today's revised series filtered by publication date, using estimated lags where exact dates are unavailable. Later observations are excluded; subsequent revisions to earlier observations remain. These are not the original vintages investors saw.
  • The gauges overlap. Six of the ten share the market's value or SPY's price as an input. Eight extremes are several views of one condition, not eight independent confirmations.
  • Profit growth. The same companies' latest four filed quarters are compared with the four available one or three years earlier. Three-year changes are cumulative. The sample consists of large companies covered today and omits companies that disappeared. Earnings are net income, which includes gains and losses on investments; operating income leaves them out, and both are shown because in 2026 the two diverge sharply at Alphabet and Amazon. BEA economy-wide profits, which exclude gains on holdings, and this listed-company basket cover different populations; one cannot fully explain the other.
  • The margin reconciliation. The 2011 to 2026 change in the basket margin is split into companies entering the basket, margin changes within the 96 matched companies, and changes in their revenue weights, and checked within and across sectors (SEC industry codes mapped to sectors). The tax split uses the 42 other companies that report operating income, pretax income and tax on the same four quarters; it measures a contribution on that subset and does not settle the cause.
  • The depreciation schedule. Straight-line depreciation of each quarter's filed capex over four, five or six years, with no new spending, compared with the latest four quarters of reported depreciation. Useful lives, construction timing and asset mix all differ in practice.
  • The 1995–2003 record. S&P 500 monthly-average prices and trailing reported earnings from Robert Shiller; BEA profits and tech investment via FRED. Shiller interpolates quarterly earnings to monthly values. The historical return comparison has one completed bubble episode, with overlapping months, so it does not establish a repeatable timing rule.
  • Frozen and checkable. The page renders a snapshot taken at publication with fingerprints of every input file. The freeze script's check mode recomputes every part of the study, including the margin, build-out and macro findings, and names any that drift.

Frequently asked questions

Is the stock market in a bubble like 2000?

It resembles 2000 in how much of household wealth sits in stocks and in market value against GDP: the Bubble Tracker counts 8 of 10 gauges at extremes, against 10 of 10 at the March 2000 peak. It differs in the profits underneath. Corporate profits are 13.2% of GDP, against 6.0% then, so the market costs 21.8 times profits against 27.4 times. That gap closes if profits fall back to about 10.5% of GDP.

Are corporate profits still growing?

Across 215 large US companies we track from SEC filings, earnings over the latest four quarters are +37% on a year earlier and operating profit +26%, on revenue +13%. The gap comes from gains on investments at the largest technology companies, chiefly Alphabet and Amazon. Outside seven technology leaders, the other 208 companies grew earnings +20% and operating profit +19%, and 74% of them reported an increase.

Can stocks fall while profits rise?

Yes, if investors pay less for each dollar of earnings. Earnings per share up 10% with the price-to-earnings multiple down 15% leaves prices −6.5%, excluding dividends. Higher bond yields or weaker expectations for future growth can reduce the multiple before reported profits fall.

Did the dot-com market have real earnings?

It did. S&P 500 trailing earnings rose 72% from January 1995 to their peak in Q3 2000, then fell 54% by December 2001. The daily closing price peaked in March 2000; the monthly-average price peaked in August. Shiller's monthly earnings interpolate quarterly totals, so the comparison establishes the broad sequence rather than a precise one-month lead.

How much will AI spending weigh on Big Tech margins?

Our five-year useful-life illustration produces a depreciation charge $86B above the latest annual charge for Microsoft, Alphabet, Meta and Amazon. Holding revenue and other costs fixed, their combined operating margin would move from 27.1% to 22.3%. This is a sensitivity exercise: it applies one life to mixed assets, includes spending beyond AI, and assumes no new capex. It is not a forecast of next year's accounts.

Data sources. Federal Reserve Z.1 financial accounts via FRED (equity market value, household assets, money market funds, deposits); M2 (M2SL); FINRA margin statistics; Robert Shiller's data for the CAPE and S&P 500 earnings; BEA corporate profits, GDP and investment via FRED; company revenue, income, tax, capex, cash flow and depreciation from SEC EDGAR filings; BLS producer prices, productivity, unit labor costs and the nonfarm business price deflator via FRED; Treasury yields and breakevens; the BEA personal saving rate; University of Michigan consumer sentiment; SPY closes from TradeStation.

Downloads: frozen study and input fingerprints, Bubble Tracker snapshot, filings basket (market P/E), buffett-indicator, market-cap-to-profits, shiller-cape, household-equity-allocation, sideline-cash-ratio, margin-debt, treasury-yields, inflation-expectations, personal-saving-rate, consumer-sentiment.

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