Notes

Lessons from a Century of Fed Hiking Cycles: Priced Like 1999, with a Chance at 1994

The Fed hiked rates for the first time in three years last month. We took a snapshot of today's conditions and drew comparisons with prior episodes that started tightening cycles. Each initial hike since 1919 is scored against today on eight conditions (valuation, rates and the yield curve, growth, inflation, the tech and earnings story, corporate financing, fiscal policy and investor leverage). Today resembles 1999 about as much as the 1994 soft landing, and stock valuations are what tilt it to 1999. The 1994 episode shows how policy choices may yet steer market outcomes.

By Jeff Klein, FactorPulse · October 8, 2026 · Data through Oct 6, 2026

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Signposts: toward 1994 or 1999

Signpost Today (Oct 6) Toward 1994 Toward 1999
Fed One hike; the median projection implies one more this year; next meeting Oct 27–28 Pauses after one or two hikes Keeps hiking into the boom
Fed reaction Warsh: inflation above target "for more than five years"; won't chase oil prices but will stop them spreading. CPI YoY 3.4% (core 2.4%) Hikes track core inflation and look through energy Hikes chase headline inflation from supply shocks
Labor market Unemployment 4.2% in September, up from 4.1%; payrolls +29,000 Slack lets the Fed pause Labor stays tight and the Fed keeps hiking
Curve 2s10s 47bp, steepening since the hike Long yields stabilize Curve flattens and inverts, as in 2000
Earnings Q3 expected: semis +130%, energy +114% on oil near $100, tech ex-semis +24% AI gains show up outside technology Growth stays confined to chips and oil
Financing Nonfinancial corporate debt +5.4% YoY (Fed Z.1, Q2 2026); megacap tech's 2026 capex near 100% of operating cash flow; $1.1tn of leases signed but not started; Alphabet raised $84.75B of equity in June, a US record Debt growth below 9% YoY; capex back within cash flow Debt growth of 9% YoY or more; capex funded by bonds and suppliers
Credit CCC 12.1% (8.9% in January); HY 3.0% Stress stays in the weakest borrowers Spreads widen beyond them
Breadth QQQ +10.5%, IWM −3.1% since Jul 31 Small caps and the equal-weighted index participate Leadership narrows further
Positioning Average correlation among S&P 500 stocks 0.13; style-factor volatility 17% annualized (both 20-day) Factor volatility stays calm Factor volatility rises while index volatility stays low, the pattern before the July 2026 market stress (shown below)

Valuation is what sets 1999 apart from 1994

Excess CAPE yield: the lowest at a first hike since 1999, level with 1967; the lowest readings came before a decade of weak returns
19991994Other first hikesTodayLeast-squares fit
Excess CAPE yield (Shiller): 1/CAPE minus the real 10-year yield, where the real yield is the 10-year Treasury yield (long-bond yield before 1953) less CPI inflation over the prior 10 years. Today: CAPE 41, 10-year 4.99% (September average), inflation 3.35% a year since August 2016. At Oct 6 prices and yields the reading is about 0.4%; with the 10-year TIPS yield in place of past inflation, −0.2%.
Market cap is a record 259% of GDP, nearly twice 1999's; per dollar of profits it is still the highest
19991994Other first hikesToday
Fed Z.1 market value of nonfinancial corporate equities at each first hike since 1950 over nominal GDP. Second panel: the same value over BEA corporate profits.

What followed each first hike

S&P 500 in the 24 months after each first hike: 1999 and 1994 ended on opposite sides
1999199410th to 90th percentile, 18 US first hikesMedianToday
Monthly average prices, first-hike month = 100 (Shiller; SPY after September 2023). Band and median across the 18 US first hikes, month by month.

Policy separated 1994 from 1999

Fed funds rate and the 10-year yield after the first hike: 1994, 1999 and other close matches
199419991983, 1987, 2004Today
Monthly averages (FRED FEDFUNDS, GS10; DGS10 for today). In 1994 the Fed front-loaded its hikes and paused within a year; long yields peaked nine months in and gave back the rise. In 1999 it hiked into the boom and cut once the bust began.
Lever 1994 (soft landing) 1999 (bust) Today
Fed Doubled rates to 6% in a year, last hike in February 1995, cut that July Hiked to 6.5% into the boom, then cut from January 2001 One hike, to 3.75–4.00%; CPI YoY 3.4%, down from 4.2% in May; core 2.4%
Fiscal Deficit 2.8% and falling after the 1993 budget law Surplus Deficit 5.8%; net interest 3.3% of GDP
Financing Corporate debt +7% Corporate debt +10%; telecom capex funded by bonds and vendor finance Nonfinancial corporate debt +5.4% YoY; megacap tech's 2026 capex near 100% of operating cash flow
Valuation CAPE 21; excess CAPE yield 2.4% CAPE 42; excess CAPE yield −0.6% CAPE 41; excess CAPE yield 0.8%; earnings expected +32% in 2026, +16% in 2027

The stakes are higher than in 1994 or 1999

Backdrop at each first hike since 1950, and today
19941999Other first hikesToday
Fed Z.1 household equity share; BEA corporate profits; OMB/CBO net interest (FY2026 projection for today).

Long yields have risen faster since the Sep. 2026 hike

At the September 16 press conference, Chair Warsh gave three reasons long yields had risen: a stronger economy; "competition for capital," with hyperscalers "out in the market raising funding"; and geopolitics.

Treasury yields and the 2s10s spread, 2026
2-year10-year30-year10-year minus 2-year
Daily constant-maturity yields (FRED) through Oct 5.
Returns since the close before the hike (Sep 15 to Oct 6)
UpDown
Total returns with dividends reinvested; alt managers: equal-weight average of BX, KKR, APO, ARES and OWL.

Markets since the Sep. hike

Gains are concentrating in the largest stocks

Large-cap leadership, 2026
QQQ / IWMSPY / RSPSize factor
Top: ratio of total-return indexes, Dec 31 = 100. Bottom: FactorPulse size factor (large minus small), cumulative daily returns.

Stress is building at the bottom of credit

Credit spreads and private-credit equities, 2026
CCC spreadHY spreadAlt managersBIZDHYG
Top: change in ICE BofA option-adjusted spreads since Dec 31, 2025 (FRED): CCC from 8.9% to 12.1%, HY from 2.8% to 3.0%. Bottom: total return with dividends reinvested, Dec 31 = 100; alt managers = equal-weight BX, KKR, APO, ARES, OWL. Through Oct 6.
Two years ago, the leases megacap tech had signed but not started matched those on its books; now they are nearly four times larger and exceed a year of cash flow
Signed, not yet startedOn the balance sheetA year of operating cash flow
Microsoft, Meta, Oracle, Amazon and Alphabet. Signed, not yet started: future lease payments, mostly for data centers, over terms of up to 30 years, kept off the balance sheet until each lease begins. On the balance sheet: recognized operating and finance lease liabilities. 10-Q and 10-K filings; dashed: Oracle figures for September and December 2024 omitted. Operating cash flow: the five combined, latest full calendar year (Brookings). Since June 30, Oracle has reported $288B at Aug 31, and Meta signed about $68B more in July.

Correlation and index volatility are near their lows

Correlation and volatility, 2026
Pairwise correlationIndex volatilityFactor volatility
FactorPulse 20-day decomposition of S&P 500 constituents: average pairwise correlation; realized volatility of the market component and of the style factors.

Before the hike: capex news and the July deleveraging

Capex news has tended to lift suppliers more than spenders

Date News Spender Suppliers Megacap tech HY / IG credit
Jun 8 Morgan Stanley raises its hyperscaler capex forecast — +2.7% −1.0% +0.1% / −0.1%
Jul 9 Micron expands US capacity plan to $250B Micron +4.5% +2.7% +1.6% +0.1% / 0.0%
Jul 23 Capex worries hit Alphabet and Tesla Alphabet −7.1%, Tesla −14.5% +0.7% −4.4% −0.4% / −0.4%
Jul 28 Jefferies warns of hyperscaler "capital destruction" — −4.5% +0.6% +0.2% / +0.3%
Aug 11 TSMC raises capex TSMC +0.9% +0.9% −1.9% 0.0% / 0.0%
Sep 11 Oracle plans about $90B of spending Oracle −1.7% +4.4% +0.6% 0.0% / 0.0%

Six days chosen for the size of the market reaction: an illustration, not a statistical test. On July 28 a warning about returns on the spending reversed the pattern. Same-day returns. Suppliers: average of 12 chip, server, networking and power-equipment stocks. Megacap tech: Microsoft, Amazon, Alphabet, Meta, Oracle. Credit: HYG and LQD.

July: deleveraging hit factor bets while the index stayed calm

Factor returns and the 10-year yield since June 30
10-year yieldBetaLeverageTreasury sensitivity
FactorPulse long/short factor returns, cumulative since Jun 30, 2026 (through Oct 5); 10-year from FRED (through Oct 2).

Full comparison: each first hike against today

Today, at the Sept 16 hike Reading
Valuation CAPE 41; trailing earnings yield 1.2 points below the 10-year; excess CAPE yield 0.8%; market cap 259% of GDP, a record
Rates and curve 10-year 5.0% at the hike (up 0.8 on the year), 5.3% now; 2s10s narrowed to 33bp, 47bp now
Growth Real GDP grew at a 2.5% annual rate in Q1 and 2.2% in Q2 (2.2% over the past year), in line with CBO's 2.2% estimate of potential growth
Inflation CPI YoY 3.4% in August: up from 2.4% in January on energy, but down from a 4.2% peak in May; core CPI YoY 2.4%, about where it began the year
Tech story and earnings AI build-out; Q3 earnings growth expected +65% for tech, +130% for semiconductors
Financing Nonfinancial corporate debt +5.4% YoY (Fed Z.1, Q2 2026); megacap tech capex about 113% of operating cash flow in 2026 (Brookings); $1.1tn of leases signed but not started; Oracle's capex ($28.5B) above its operating cash flow ($23.1B) in the quarter to Aug 31; Alphabet's $84.75B equity raise in June, a US record
Fiscal Deficit 5.8% of GDP; debt ratio rising; net interest 3.3% of GDP
Leverage Margin debt +37% (FINRA) or +47% (Fed broker loans); stocks 48% of household financial assets

What followed each condition

How to read: each cell covers the US episodes where that condition matched today (●), partly (◐) or not (○). The top figure is their average real S&P 500 return over the next 24 months; below it, how many of them saw a bear market begin. For example, growth matched today in 6 episodes, returns averaged +15%, and 2 of the 6 had a bear market.

Condition ● Matches ◐ Partly ○ Not
Valuation −10%
bear in 1 of 1
+6%
bear in 4 of 8
+21%
bear in 4 of 9
Rates and curve −4%
bear in 2 of 2
+14%
bear in 2 of 8
+15%
bear in 5 of 8
Growth +15%
bear in 2 of 6
+9%
bear in 4 of 7
+15%
bear in 3 of 5
Inflation +17%
bear in 1 of 3
+13%
bear in 6 of 10
+9%
bear in 2 of 5
Tech story and earnings +45%
bear in 1 of 1
+12%
bear in 5 of 12
+8%
bear in 3 of 5
Financing — +9%
bear in 7 of 11
+19%
bear in 2 of 7
Fiscal +14%
bear in 0 of 1
+11%
bear in 3 of 9
+14%
bear in 6 of 8
Leverage — +14%
bear in 6 of 14
+7%
bear in 3 of 4

Each cell: the average real return on the S&P 500 over the 24 months after the first hike, and "bear in k of n": how many of those n episodes saw a bear market (a 20% fall on daily closes) begin within 24 months, highlighted when it was half or more. For comparison, a bear market began within 24 months of any month 42% of the time since 1928. US episodes; samples are small. Only 1999 fully matched today's valuation, so the ● column for valuation is a single episode; on excess CAPE yield, 1965 and 1967 also sit with today. The partial and non-matches are the real comparison: +6% across 8 episodes where valuation partly matched today, +21% across 9 where stocks were cheaper. Fiscal points the other way: bear markets followed 6 of the 8 first hikes with a surplus or small deficit, against 3 of the 10 with larger deficits, so loose fiscal policy may have helped postpone sell-offs. But several of the larger-deficit first hikes (1983, 2004, 2022) came in recoveries from recent recessions, when returns tend to be good for cyclical reasons, so this is not evidence that deficits caused the better outcomes.

Appendix

Resemblance score: each first hike against today

First hike Score 12m 24m Value Rates Growth Infl. Tech Fin. Fiscal Lev.
1999 (Jun)5.5+8%−10%●●●●◐◐○◐
1994 (Feb)5+2%+37%◐◐●●◐◐◐◐
1983 (May)4.5−4%+14%◐◐◐◐◐◐●◐
1987 (Apr)4.5−10%+2%◐●●◐◐◐◐○
2004 (Jun)4.5+5%+7%◐◐●◐◐◐◐◐
1972 (Mar)3.5+3%−17%◐◐◐◐◐◐○◐
1928 (Feb)3+50%+45%○○◐◐●◐○◐
1963 (Jul) †3+23%+27%○◐●◐◐○○◐
1977 (Aug) †3+4%+1%○◐◐○◐◐◐◐
1955 (Apr) †2.5+31%+23%○◐○◐◐◐○◐
1958 (Aug) †2.5+27%+24%○◐○●○○◐◐
1967 (Nov)2.5+12%0%◐○◐◐○◐○◐
2022 (Mar)2.5−12%+15%◐○◐○◐○◐◐
2015 (Dec)2+10%+30%○○●◐○○◐○
1919 (Nov)1.5−19%−6%○○○○○◐◐◐
1965 (Dec)1.5−11%+4%○○◐◐◐○○○
1950 (Aug)1+25%+42%○○○○◐○○◐
1980 (Sep) †1−12%−8%◐○○○○○◐○
Japan 19893.5−6%*−22%*●○◐◐◐◐○◐
China 20103−17%*−27%*○◐◐◐○◐◐◐

● matches today's reading, ◐ partly, ○ not; † marked by applying the thresholds to FRED and Shiller data. Score (of 8): how many conditions match today (◐ counts half), a summary of resemblance rather than a forecast. 12m and 24m: real total return on the S&P 500 after the first hike. Columns: valuation, rates and curve, growth, inflation, tech story and earnings, financing, fiscal, leverage. *Nominal share-price index (OECD). Conditions are shown separately: they point in different directions, and only some have tended to come before weak returns.

Returns after each first hike

First hike Real return, 12 months Real return, 24 months Largest fall in 24 months Bear market or recession within 24 months
1919−18.9%−6.5%29.8%Both; recession from January 1920
1928+50.1%+44.6%34.2%Both; crash from September 1929
1950+25.0%+41.7%3.3%Neither
1955+31.2%+23.2%10.9% (21.6% daily)Bear market from August 1956
1958+27.3%+23.5%7.9%Recession from April 1960
1963+22.6%+26.8%4.9%Neither
1965−11.4%+4.0%17.3% (22.2% daily)Bear market from February 1966
1967+12.0%−0.4%11.6%Bear market from November 1968
1972+2.6%−16.8%21.1%Both; bear market from January 1973
1977+3.6%+0.9%9.1%Neither
1980−11.6%−7.7%19.4% (27.1% daily)Both; bear market from November 1980
1983−4.4%+13.7%9.9% (14% daily)Neither
1987−9.8%+2.2%26.8% (33.5% daily)Bear market from August 1987
1994+2.2%+37.4%5.2%Neither
1999+7.8%−10.4%20.2%Both; bear market from March 2000
2004+5.3%+7.1%3.9%Neither
2015+9.5%+29.6%7.3%Neither
2022−12.4%+14.7%15.1%Neither (the bear market began before the hike)
Japan 1989−6.2%*−22.2%*40.4%*Bear market; the Nikkei peaked in December 1989
China 2010−16.8%*−27.0%*30.8%*Shares −27% in two years

Real total return on the S&P 500 (Shiller; spliced with SPY after September 2023). Largest fall on monthly average prices, with the daily-close figure where it differs by more than 5 points. Bear market: a 20% fall on daily closes beginning within 24 months (Ned Davis Research dates; Dow for 1919). Recession: NBER peak month within 24 months. *Nominal share-price index (OECD).

Nine of the 18 US first hikes were followed by a bear market within two years. Since 1928, a bear market began within two years of any given month 42% of the time (35% since 1946). 1999 and 1994, the two closest matches, ended on opposite sides.

Method notes

Anchor: the month of each cycle's first increase in the discount rate (before 1955) or the federal funds rate. Single hikes that did not start a cycle, such as March 1997, are excluded. Curve judged from 12 months before to six months after; inflation over the following six months. Each condition is marked ● (matches today), ◐ (partly) or ○ (not):

FactorPulse factors are long/short portfolios built after controlling for each other: size (large against small), beta (most against least market-sensitive), leverage (most against least indebted), Treasury sensitivity (stocks that move with long Treasuries against those that don't), morning activity (stocks traded most heavily early in the session), residual volatility (most against least stock-specific volatility). See the methodology.

The valuation condition uses CAPE and the trailing earnings yield against the 10-year:

Valuation at each first hike, colored by the real return over the next 24 months
Today
18 US first hikes. Shiller CAPE and trailing earnings yield; 10-year Treasury yield (long-bond yield before 1953); S&P 500 real total return over 24 months (Shiller, spliced with SPY after September 2023). 1950, when stocks yielded 12.0 points more than the 10-year, is drawn at the right edge.

Sources

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Chart data frozen through Oct 6, 2026.